PC Hardware News, Reviews & Buying Guides — 2714 Articles

Daily news digests, deep-dive reviews, and long-form buying guides on GPUs, CPUs, home AI workstations, local LLM runtimes, retro PC builds, and the tools real builders use in 2026.

• Best Retro Emulator Consoles 2026: AMD GPU Buying Guide — A synthesis of public GPU specs, RAM guidance, and licensing rules for building or buying a retro game emulator console in 2026. SpecPicks Editorial · 2026-07-24
• Retro Game Emulator for TV: 2025 Setup & GPU Guide — A synthesis of public guidance on running RetroArch, Dolphin, and Cemu on a living-room TV, from HDMI setup to GPU choice and DMCA legality. SpecPicks Editorial · 2026-07-24
• Best GPU for Running Ollama on 12GB VRAM in 2026: RTX 3060 12GB Deep-Dive — The RTX 3060 12GB remains the cheapest legitimate 12 GB card for running local LLMs in Ollama. Full quantization matrix, tok/s, and buying… Mike Perry · 2026-07-24 · 11 min read
• Ryzen 7 5800X vs Core i7-9700K: Best Budget 1080p Gaming CPU in 2026 — Head-to-head comparison of the AMD Ryzen 7 5800X and Intel Core i7-9700K for a 2026 budget 1080p gaming build: benchmarks, cost… Mike Perry · 2026-07-24 · 10 min read
• Retro Game Emulator Online: Top Browser-Based Picks for 2026 — A synthesis guide to the best retro game emulator online options for 2026, covering browser platforms, GPU performance notes, and ROM… SpecPicks Editorial · 2026-07-24
• Retro Game Emulator Download 2026: Best Picks for AMD PCs — A synthesis of which retro game emulators are legal to download in 2026, the top picks, and how each performs on AMD Ryzen CPUs and Radeon… SpecPicks Editorial · 2026-07-24
• Retro Game Emulators for iPhone: What Works in 2026 — Delta, RetroArch, and Provenance are legal App Store downloads in 2026. Here's what changed, what's still gray-area, and how to set one up. SpecPicks Editorial · 2026-07-23
• Retro Console Modding Services: What to Expect in 2026 — A synthesis guide to professional retro console modding services in 2026 — mod types, costs to expect, vetting tips, and storage upgrades. SpecPicks Editorial · 2026-07-23
• vLLM vs llama.cpp on an RTX 3060 12GB for Local Chat — For one user chatting on an RTX 3060 12GB, llama.cpp beats vLLM. Once you're serving four-plus concurrent users, vLLM's batching wins. Mike Perry · 2026-07-23 · 8 min read
• CompactFlash vs SATA SSD via IDE Adapter for Retro PC Storage — CompactFlash on IDE is the smaller, more BIOS-friendly choice; a SATA SSD via IDE bridge wins on capacity for late-90s builds. Mike Perry · 2026-07-23 · 8 min read
• GameSir G7 SE vs 8BitDo Pro 2 vs DualSense for PC — The 8BitDo Pro 2 is the versatile pick, the GameSir G7 SE wins on wired FPS latency, and the DualSense is the haptics splurge. Mike Perry · 2026-07-23 · 8 min read
• Ryzen 7 5800X vs Ryzen 5 5600G for a Budget Gaming Build — The 5800X wins gaming with a discrete GPU; the 5600G is the bridge chip when you can't afford one yet. Both fit the same AM4 board. Mike Perry · 2026-07-23 · 9 min read
• A 2007 Samsung UMPC Becomes a Wii U Gamepad — A dormant 2007 Samsung UMPC finds new life as a Wii U Gamepad clone in a Hackaday build. Here's the template for repurposing any old… Mike Perry · 2026-07-23 · 4 min read
• Logitech G Pro X2 Superstrike Drops to $125.99 — A $54 discount puts Hall-effect triggers below the price of the older optical Superlight 2. If you've been waiting to upgrade, this is the… Mike Perry · 2026-07-23 · 5 min read
• Anthropic's 2GW AMD Deal: Should You Still Run Local? — A 2GW hyperscaler buildout means tighter cloud rate limits, not cheaper API tokens. Here's the local RTX 3060 12GB build that breaks even… Mike Perry · 2026-07-23 · 9 min read
• Flux 3 Native-Audio Video: Can a 12GB GPU Run It? — Flux 3 needs 16-18GB at fp16, but a q4 or q5 quantized build runs on a 12GB RTX 3060 with CPU offload. Here's the setup that actually works. Mike Perry · 2026-07-23 · 9 min read
• Retro Console Mods UK: Legal Rules & 2025 Options — A UK guide to retro console modding in 2025: what's legal, FPGA vs. software emulation, and how to connect a modded console to a 4K TV. SpecPicks Editorial · 2026-07-23
• Modern Retro Console Mods: 2026 Upgrade Guide — How enthusiasts turn NES, Genesis, and PS1 shells into modern emulation rigs in 2026, plus the audio and netplay gear that actually matters. SpecPicks Editorial · 2026-07-23
• Retro Console on a Modern TV: Fix the Blur (2026 Guide) — Why NES, SNES, and N64 look blurry on 4K TVs, and which upscalers, cables, and display settings actually fix it, per public testing and… SpecPicks Editorial · 2026-07-23
• R36S Retro Handheld: Real Specs vs. the Hype (2026 Guide) — The R36S is a budget RK3326 retro handheld, not the 8-core, GDDR6, FSR-upscaling device some listings describe. Here's what it actually… SpecPicks Editorial · 2026-07-23
• Raspberry Pi 5 8GB Review: Specs, Price & Use Cases (2025) — A synthesis review of the Raspberry Pi 5 8GB: real specs, official pricing, edge-ML setup, limitations vs discrete GPUs, and the best 2025… SpecPicks Editorial · 2026-07-23
• Raspberry Pi 5 Kit: What's Actually Worth Buying in 2025 — A synthesis of official specs and public benchmarks on which Raspberry Pi 5 kit configuration makes sense for home automation, media, and… SpecPicks Editorial · 2026-07-23
• Best GPU for Running Llama 8B Under $300 in 2026 — The best GPU under $300 for Llama 8B in 2026 is the used RTX 3060 12GB at $220-260, with the Arc B580 and A770 close behind on… Mike Perry · 2026-07-23 · 10 min read
• Intel Arc Pro B60 24GB: The Cheapest 24GB Inference Card Yet? — The Arc Pro B60 24GB is the cheapest legitimate 24GB inference card in 2026 — new-with-warranty at used-3090 prices, if the software fits. Mike Perry · 2026-07-23 · 10 min read
• PS3 Emulation Reaches Radeon HD 2000-4000: What It Unlocks — RPCS3 in 2026 boots PS3 games on Radeon HD 2000-4000 GPUs via an OpenGL 3.3 fallback — playable for 2D titles, not the AAA library. Mike Perry · 2026-07-23 · 9 min read
• Intel Arc B580 for Local LLMs in 2026: 12GB for Under $300 — The Intel Arc B580 is a legitimate sub-$300 12GB local-LLM card in 2026 — if you can tolerate IPEX-LLM's 2-4 week release lag. Mike Perry · 2026-07-23 · 13 min read
• Glide vs OpenGL vs Direct3D: The API War That DirectX 9 Ended — The Glide vs OpenGL vs Direct3D fight ended when DirectX 9 shipped in 2002. Here is what each API actually did, and how to play 1996-1999… Mike Perry · 2026-07-23 · 15 min read
• That $850 Prebuilt With $1,200 of Parts: What the Math Actually Says — An $850 prebuilt with a $1,200 parts BOM is usually a real $80-150 discount, not the 30% headline. Here's the math and where the subs land. Mike Perry · 2026-07-23 · 10 min read
• Best CPU Cooler for the Ryzen 7 5800X: Air vs 240mm AIO — The 5800X runs hot. Here is where a Noctua NH-U12S or NH-D15 tower beats a 240mm AIO, and where the AIO earns its money, in 2026. Mike Perry · 2026-07-23 · 14 min read
• RTX 3060 12GB vs Arc A770 16GB for Stable Diffusion in 2026 — The RTX 3060 12GB runs SDXL at 45 s/image with mature CUDA; the Arc A770 16GB is 25% slower but handles VRAM-hungry workflows the 3060… Mike Perry · 2026-07-23 · 9 min read
• IPEX-LLM + Ollama in Docker on Intel Arc: The 2026 Setup Guide — Install IPEX-LLM Ollama in Docker on an Intel Arc GPU with /dev/dri passthrough — a persistent, restartable local LLM endpoint in 20… Mike Perry · 2026-07-23 · 9 min read
• Best SATA SSDs for Console and Retro PC Upgrades in 2026 — The Crucial BX500 1TB at $65 is the best SATA SSD for PS4 and retro PC upgrades in 2026 — with the Samsung 870 EVO for endurance and… Mike Perry · 2026-07-23 · 10 min read
• Raspberry Pi 500 Specs, Price & Real-World Use in 2026 — Raspberry Pi 500 specs, pricing, and where the keyboard computer fits for edge AI, home labs, and beginner builds in 2026. SpecPicks Editorial · 2026-07-23
• Raspberry Pi 5 Pinout Guide: The Full 40-Pin GPIO Breakdown — A synthesis of official Raspberry Pi 5 pinout documentation covering GPIO voltages, PCIe, fan, and RTC headers — plus what changed from Pi… SpecPicks Editorial · 2026-07-23
• Raspberry Pi 5 Specs: Full 2025 Breakdown — Raspberry Pi 5's CPU, GPU, RAM, PCIe, and I/O specs explained, with how it stacks up against Pi 4 and low-power x86 rivals. SpecPicks Editorial · 2026-07-23
• Raspberry Pi 500 Plus: The Real Lineup vs. the Rumors — Raspberry Pi 500 Plus mixes up real Pi 5 and Pi 500 hardware with rumor-site fiction. Here's the Raspberry Pi Foundation lineup that… SpecPicks Editorial · 2026-07-23
• Raspberry Pi Projects for Beginners: 6 No-Solder Builds — Six no-solder Raspberry Pi projects for beginners — RetroPie, Home Assistant, Pi-hole, NAS, and more — plus which board to buy and how to… SpecPicks Editorial · 2026-07-23
• 10 Raspberry Pi Projects for Kids to Build in 2026 — A synthesis of public guides on the best Raspberry Pi projects for kids by age group, from LED circuits to retro game consoles, plus safe… SpecPicks Editorial · 2026-07-23
• Raspberry Pi Projects for Home Automation in 2025 — A synthesis of proven Raspberry Pi home projects—media center, security NVR, automation hub, and lighting—with real specs, costs, and… SpecPicks Editorial · 2026-07-23
• Advanced Raspberry Pi Projects for Adults (2026 Guide) — A synthesis of practical Raspberry Pi 5 builds for experienced makers — home labs, AI edge inference, NAS, and automation — with sourced… SpecPicks Editorial · 2026-07-23
• 50+ Raspberry Pi Project Ideas for 2025 (By Skill Level) — A synthesis of the most popular Raspberry Pi project ideas for 2025, from beginner retro consoles to AI vision and home automation builds. SpecPicks Editorial · 2026-07-22
• Raspberry Pi Home Automation Projects: A 2025 Starter Guide — A synthesis of public builds, Home Assistant docs, and community benchmarks on turning a Raspberry Pi 4 into a reliable, secure home… SpecPicks Editorial · 2026-07-22
• Is the RTX 3060 12GB Still Worth It for 1080p Gaming in 2026? — The RTX 3060 12GB still drives 1080p high at 60+ fps in 2026, thanks to its VRAM buffer aging better than 8 GB rivals. Here's the honest… Mike Perry · 2026-07-22 · 8 min read
• LM Studio vs Ollama on an RTX 3060: Which Local Runner Wins? — On an RTX 3060, LM Studio and Ollama deliver near-identical tok/s. LM Studio wins for desktop UI, Ollama wins for API-first workflows. Or… Mike Perry · 2026-07-22 · 8 min read
• Raspberry Pi 4 8GB vs Pi Zero W: Which Fits Your First Project? — Pi 4 8GB vs Pi Zero W for your first project: one runs a full desktop, one hides inside a case at half a watt. Here's how to pick. Mike Perry · 2026-07-22 · 7 min read
• CompactFlash + IDE Storage for a Period-Correct Windows 98 Build — CompactFlash cards are electrically IDE-compatible, so a passive adapter is all you need. Here's the exact setup for a silent Windows 98… Mike Perry · 2026-07-22 · 8 min read
• Best NVMe SSD for a Compact Gaming PC: WD_BLACK SN770 in 2026 — The WD_BLACK SN770 hits full Gen4 speed with low enough thermals to survive an ITX case with no direct M.2 airflow. Here's why it's the… Mike Perry · 2026-07-22 · 7 min read
• Best SATA SSD for a PS4 Slim Storage Upgrade in 2026 — The PS4 Slim's SATA II bus limits throughput, so a mainstream SATA SSD delivers the same felt gain as a premium one. Here are three worth… Mike Perry · 2026-07-22 · 8 min read
• RTX 3060 vs Arc B580 for 1440p Gaming: Which 12GB Card Wins? — At 1440p in 2026, the Arc B580 wins on raw rasterization while the RTX 3060 keeps DLSS and driver maturity. Which 12 GB card fits your… Mike Perry · 2026-07-22 · 7 min read
• Anthropic's 2GW AMD Deal: What It Means for Local-vs-Cloud Builders — Anthropic reportedly locked in 2 GW of AMD inference capacity. Here's what that hyperscaler bet means for anyone considering a local 12 GB… Mike Perry · 2026-07-22 · 7 min read
• Frontier Models Cheat on Security Tests: Why You Should Eval Locally — Frontier models score suspiciously well on public security benchmarks because they saw the answers. Here's how to run real evals on a 12… Mike Perry · 2026-07-22 · 8 min read
• Cisco's Open Security LLMs: Local Vulnerability Scanning on an RTX 3060 — Cisco's open cybersecurity models are sized to run on consumer hardware — here's what a 12 GB RTX 3060 rig actually delivers on local… Mike Perry · 2026-07-22 · 9 min read
• Best Raspberry Pi Alternative in 2025: Full Buying Guide — Raspberry Pi 5 alternatives compared for AI, x86 compute, and cost — Radxa, Jetson, LattePanda, and ODROID boards per official specs. SpecPicks Editorial · 2026-07-22
• Best Cheap Raspberry Pi Alternatives in 2025 — Budget x86 mini PCs and ARM boards that beat a Raspberry Pi 4 on raw compute per dollar, per public spec sheets and benchmark listings… SpecPicks Editorial · 2026-07-22
• Best Raspberry Pi Alternative for Emulation (2025) — Public spec sheets and community reports compare Odroid N2+, RockPro64, and Orange Pi 5 against Raspberry Pi for retro emulation builds. SpecPicks Editorial · 2026-07-22
• Best Raspberry Pi Alternative for Home Assistant (2026) — When a Raspberry Pi 4 or 5 chokes on complex Home Assistant automations, mini PCs and higher-end SBCs offer more headroom. Here's how to… SpecPicks Editorial · 2026-07-22
• Best Raspberry Pi 5 Alternatives in 2025 — A synthesis of public specs and reviews comparing RK3588 boards, Jetson Orin Nano, Odroid-N2+, and BeagleBone AI-64 to the Raspberry Pi 5. SpecPicks Editorial · 2026-07-22
• RetroPie Handheld 3D Print Guide: Cases, Settings & Parts — A synthesis of community 3D-printing practices for RetroPie handhelds: case files, slicer settings, Pi clearance, and wiring notes. SpecPicks Editorial · 2026-07-22
• Self-Hosting Jellyfin on a Raspberry Pi 4 8GB: What It Can Really Do — Can a Raspberry Pi 4 8GB run Jellyfin well? Only for direct play. Real stream counts, power draw, SSD picks, and when an N100 mini-PC wins… Mike Perry · 2026-07-22 · 13 min read
• Silent, SD-Free Retro Storage: CompactFlash + IDE on Win98/XP — Swap a dying IDE HDD for a Transcend CF133 on a CF-to-IDE adapter — silent, cool, reliable Win98/XP boot storage in 2026. Mike Perry · 2026-07-22 · 9 min read
• Asus RTX 5060 Hits $2 Over MSRP for Prime Members — The Asus RTX 5060 is $301 for Prime members — $2 above the $299 MSRP. First real at-MSRP availability of Blackwell's budget tier. Mike Perry · 2026-07-22 · 9 min read
• Intel-Scaler vLLM 0.21.0: What Changes for Local Arc + Intel GPU Rigs — Intel-Scaler vLLM 0.21 brings PagedAttention, FP8 on Battlemage, and expanded model coverage to Arc A770 and B580 owners. Mike Perry · 2026-07-22 · 10 min read
• Apple Intelligence Ships in China on Alibaba's Qwen: What It Means — Apple Intelligence launches in China on Alibaba's Qwen models. The weights are open — here's how to run them locally on a 12GB GPU. Mike Perry · 2026-07-22 · 10 min read
• Kimi K3 Costs $10.57 per Agentic Task: Is Local Cheaper? — Kimi K3 costs $10.57 per AA-Briefcase task. A local RTX 3060 12GB build breaks even after ~200-400 completed tasks — do the volume math. Mike Perry · 2026-07-22 · 10 min read
• RetroPie Handheld Case Comparison 2025: Top Picks — A synthesis of public specs and community builds compares RetroPie handheld cases by thermals, battery life, and screen quality for Pi 5… SpecPicks Editorial · 2026-07-22
• RetroPie Handheld Build Guide 2026: Hardware & Setup — A component-by-component synthesis of what's needed to build a RetroPie handheld in 2026 — board choice, case kits, storage, battery, and… SpecPicks Editorial · 2026-07-22
• PiKVM Hardware Guide 2026: Boards, Kits & Storage — What PiKVM actually runs on: Raspberry Pi 4B vs CM4, V3 vs V4 Mini/Plus capture kits, and the storage setup virtual media needs. SpecPicks Editorial · 2026-07-22
• PiKVM Hardware Requirements: The Real 2026 Guide — PiKVM's real hardware requirements: Raspberry Pi 4 or CM4, 2GB+ RAM, HDMI capture HAT or dongle, wired Ethernet — no GPU or desktop CPU… SpecPicks Editorial · 2026-07-22
• Raspberry Pi AI HAT+ 2025: TOPS, Price, Setup Guide — A synthesis of Raspberry Pi's AI HAT+ and AI Kit lineup — TOPS ratings, pricing, setup steps, and where a Pi 5 accelerator card fits… SpecPicks Editorial · 2026-07-22
• CompactFlash and IDE-to-USB Adapters for Retro PC Builds in 2026 — Passive CF-to-IDE adapter, industrial Transcend CF card, IDE-to-USB imaging bridge. Silent, cool, and dramatically more reliable than a… Mike Perry · 2026-07-22 · 10 min read
• llama.cpp vs Ollama for Single-User Chat on an RTX 3060 (2026) — Ollama for the easiest setup and OpenAI-compatible API; llama.cpp when you want every knob. Same engine under the hood — pick on ergonomics. Mike Perry · 2026-07-22 · 10 min read
• N100 Mini PC vs Raspberry Pi 4 for Home Assistant in 2026 — N100 for growing installs with cameras and local voice; Pi 4 8GB with an SSD boot drive for lean setups. Reliability lives in the storage… Mike Perry · 2026-07-22 · 10 min read
• Raspberry Pi AI HAT+ 2 Review: 4 TOPS Edge AI on 1.2W — Yes for Pi 5 vision projects, no for LLMs. Real-time detection, pose, and keyword spotting in a modest power envelope — but you must be on… Mike Perry · 2026-07-22 · 10 min read
• Best SSD for Steam Deck and Handheld Emulation in 2026 — WD_BLACK SN770 2230 for the internal Deck slot, Crucial BX500 or Samsung 870 EVO externally through a JSAUX dock for large emulation… Mike Perry · 2026-07-22 · 10 min read
• Ryzen 7 5800X vs Ryzen 5 5600G for Gaming and Streaming — 5800X wins for streaming and heavy productivity; 5600G wins on cost and iGPU flexibility. Benchmark tables and the verdict per build class. Mike Perry · 2026-07-22 · 10 min read
• Best Budget Local-LLM Box: RTX 3060 12GB + Ryzen 5 5600G — RTX 3060 12GB, Ryzen 5 5600G, 32 GB DDR4, WD_BLACK SN770 — under $900 all-in and comfortable throughput on 7B–14B models at q4/q5. Mike Perry · 2026-07-22 · 9 min read
• Best CPU Coolers for Ryzen and Intel Builds in 2026 — Noctua NH-U12S for most builds, Cooler Master ML240L for Ryzen 9 / i9, and the shortlist for quiet, high-performance, and budget picks. Mike Perry · 2026-07-22 · 10 min read
• Microsoft and Mistral Sign Multi-Billion Europe AI Infra Deal — Microsoft and Mistral sign a multi-billion Europe AI infrastructure deal. What it means for sovereign cloud and for anyone running Mistral… Mike Perry · 2026-07-22 · 10 min read
• Modder Runs a Counter-Strike Clone at 60 FPS on the Original PSP — A modder ships a Counter-Strike clone at a steady 60 FPS on original 2004 PSP hardware — a rate the platform's commercial shooters never… Mike Perry · 2026-07-22 · 9 min read
• Gemini 3.6 Flash vs 3.5 Flash-Lite: Cloud Tier or Local RTX 3060? — 3.6 Flash for reasoning, 3.5 Flash-Lite for cheap extraction, local RTX 3060 only above the break-even. The math, tables, and verdict for… Mike Perry · 2026-07-22 · 9 min read
• Qwen-Image-3.0 on an RTX 3060 12GB: Local Text-in-Image Gen — Yes — with q8 or q4 quantization inside ComfyUI, Qwen-Image-3.0 runs on a 12 GB RTX 3060 for 1024x1024 output. Here is the math and the… Mike Perry · 2026-07-22 · 10 min read
• Raspberry Pi AI Kit 2025: Specs, Uses, and Limits — A synthesis of public specs and community reports on the Raspberry Pi AI Kit's Hailo-8L accelerator, real-world uses, and where it fits… SpecPicks Editorial · 2026-07-22
• Raspberry Pi AI Projects: A 2025 Builder's Guide — A synthesis of public benchmarks and documentation on running vision, voice, and LLM AI projects on Raspberry Pi 4 and 5 in 2025. SpecPicks Editorial · 2026-07-22
• Raspberry Pi Air Quality Sensor Guide: Setup & Sensor Picks — How to wire, calibrate, and log data from a Raspberry Pi air quality sensor — PMS5003, SGP41, and MQ135 compared, per public datasheets. SpecPicks Editorial · 2026-07-22
• Raspberry Pi LLM Projects: What Actually Runs in 2026 — A synthesis of public specs and community benchmarks on which Raspberry Pi LLM projects are realistic in 2026, and why pairing a Pi with a… SpecPicks Editorial · 2026-07-21
• Raspberry Pi LLM Cluster: What It Can (and Can't) Do — A grounded look at building a Raspberry Pi LLM cluster in 2026 — real hardware limits, distributed-inference options, and when a desktop… SpecPicks Editorial · 2026-07-21
• IPEX-LLM + Ollama in Docker: Running Local Models on Intel GPUs — Ollama on Intel Arc, Battlemage, or Iris Xe via IPEX-LLM Docker: real tok/s benchmarks, setup gotchas, and when CUDA is still the smoother… Mike Perry · 2026-07-21 · 12 min read
• Best Streaming Gear for New Creators in 2026 — Everything a first-time streamer needs in 2026 — HyperX QuadCast 2 mic, NexiGo N950P webcam, ring lights, and monitoring headphones — in a… Mike Perry · 2026-07-21 · 10 min read
• NVMe vs SATA SSD for a 2026 Gaming PC: WD_BLACK SN770 vs the Value SATA Trio — NVMe cuts game load times 25-35% versus SATA — real, but not the 10x the specs suggest. Here's the drive stack that gets you both speed… Mike Perry · 2026-07-21 · 10 min read
• KOORUI 27" 4K vs Samsung Odyssey 27" 4K for PS5 and PC Gaming — Two ~$500 4K/27" gaming monitors head to head. The KOORUI QD-Mini LED wins for PS5 HDR; the Samsung Odyssey wins for PC-first flexibility. Mike Perry · 2026-07-21 · 11 min read
• BOSGAME VTA-439: A Linux-Friendly Ryzen AI 9 HX 470 Mini PC — Phoronix's coverage of the BOSGAME VTA-439 mini PC highlights a Ryzen AI 9 HX 470 platform with clean Linux support. Here's how it fits a… Mike Perry · 2026-07-21 · 9 min read
• ASRock Phantom Gaming 360 LCD Cooler Debuts With Strong Numbers — ASRock's first 360mm LCD AIO posts strong thermals — but for mainstream CPUs a $90 240mm AIO or a Noctua NH-U12S still delivers 95% of the… Mike Perry · 2026-07-21 · 8 min read
• Gemini 3.6 Flash Shipped: Why Local Builders Still Reach for a 12GB GPU — Gemini 3.6 Flash halves latency and cuts cost 18%, but a 12GB RTX 3060 still beats it for privacy, offline, and heavy daily loads. Mike Perry · 2026-07-21 · 9 min read
• Raspberry Pi vs AMD GPUs for Local LLMs: What the Specs Show — No Raspberry Pi 8850 model exists. Here is what the real Raspberry Pi 5 and AMD RX 7600 XT/7900 XTX specs actually show for local LLM… SpecPicks Editorial · 2026-07-21
• Raspberry Pi LLM GPU Guide: What Actually Works in 2026 — Most 'Raspberry Pi GPU' guides recommend hardware that won't work. Here's what actually accelerates local LLM inference on a Pi 4 or Pi 5… SpecPicks Editorial · 2026-07-21
• Coral TPU for LLM Inference: What the Specs Really Say — Google's own Edge TPU specs and community reports show the Coral accelerator is built for vision models, not large language models—here's… SpecPicks Editorial · 2026-07-21
• Ryzen 9800X3D Idle Temp: What's Normal (2026 Guide) — A synthesis of public HWiNFO and AIDA64 data on Ryzen 9800X3D idle temperatures, cooler comparisons, and BIOS tweaks that lower them. SpecPicks Editorial · 2026-07-21
• The Best Retro Game Emulators for Mac in 2026 — A synthesis of public documentation and community reports on RetroArch, OpenEmu, DuckStation, and other Mac-compatible retro emulators for… SpecPicks Editorial · 2026-07-21
• 2025 Local LLM Leaderboard: Best AMD GPUs Ranked — A synthesis of public specs and community reports ranking AMD's Instinct and Radeon GPUs for running local LLMs in 2025. SpecPicks Editorial · 2026-07-21
• vLLM 0.21 Adds Intel Arc Support: The Local Stack Widens — vLLM 0.21 extends the high-throughput serving engine to Intel GPUs via the Intel-Scaler build. Here's how it stacks up to the CUDA path on… Mike Perry · 2026-07-21 · 9 min read
• Raspberry Pi 4 8GB vs Pi 5 vs Mini-PC for Local LLMs — An 8GB SBC can run small quantized models usably; anything larger belongs on a mini-PC or a GPU. Here's where each board sits in the… Mike Perry · 2026-07-21 · 10 min read
• Best SSD for Gaming and Retro PC Builds in 2026 — The best SSD for your gaming or retro PC build depends on what era the motherboard is from. Here are the picks that fit each — modern… Mike Perry · 2026-07-21 · 12 min read
• Best SSD to Upgrade a PS4 in 2026 — The SATA SSD swap remains the highest-impact PS4 upgrade in 2026: shorter loads, quieter operation, and about an afternoon of work. Here's… Mike Perry · 2026-07-21 · 10 min read
• Kimi K3 Sold Out the Cloud — Can You Run It Locally? — Moonshot paused Kimi K3 subscriptions after 48 hours. Here's what it takes to run a K3-class open-weight substitute at home on 12GB, 24GB… Mike Perry · 2026-07-21 · 10 min read
• LattePanda Sigma GPU: What Its Graphics Really Offer — LattePanda Sigma has no dedicated graphics card — here's what its integrated Iris Xe and PCIe expansion path deliver for makers and edge AI. SpecPicks Editorial · 2026-07-21
• Raspberry Pi 5 Power Supply: What You Actually Need (2026) — The Raspberry Pi 5 needs more current than the Pi 4 did. Here's the real spec, why undervoltage happens, and what to check before buying a… SpecPicks Editorial · 2026-07-21
• Dual RTX 3090 Setup Guide 2026: PSU, NVLink, Cooling — A practical 2026 guide to building a dual RTX 3090 rig: PSU sizing, NVLink, cooling, and where two 3090s still make sense. SpecPicks Editorial · 2026-07-21
• Best GPU for LLM Training and Inference in 2026 — Public specs and community benchmarks point to data-center HBM cards for LLM training and 24GB consumer GPUs for local inference — here's… SpecPicks Editorial · 2026-07-21
• GameSir G7 SE vs DualSense vs 8BitDo Pro 2 for PC Gaming in 2026 — GameSir G7 SE vs DualSense vs 8BitDo Pro 2 for PC gaming in 2026: latency, features, and versatility compared, with a verdict matrix for… Mike Perry · 2026-07-21 · 9 min read
• Building a Period-Correct 1999 3dfx Voodoo3 Windows 98 PC in 2026 — How to build a period-correct 1999 3dfx Voodoo3 Windows 98 PC in 2026: what parts to source, how to swap in silent modern storage, and the… Mike Perry · 2026-07-21 · 9 min read
• Build a Self-Hosted AI Home Lab on a Raspberry Pi 4 8GB in 2026 — How to build a self-hosted AI home lab on a Raspberry Pi 4 8GB in 2026: services that fit, why you boot from SSD, and where you hand off… Mike Perry · 2026-07-21 · 10 min read
• AMD Ryzen 7 7700X3D Lands as a Newegg Exclusive at $329 — AMD Ryzen 7 7700X3D launches at $329 as a Newegg exclusive. What it means for AM4 owners, how it compares to the 7800X3D, and whether it… Mike Perry · 2026-07-21 · 10 min read
• Google's 'Frozen v2' Chip Bakes Gemini Into Silicon: What It Means for Local Rigs — Google's reported Frozen v2 chip hardwires Gemini into silicon for datacenter efficiency. What it means for home rigs — and why… Mike Perry · 2026-07-21 · 10 min read
• Best GPU for 1080p Gaming in 2026: Where the RTX 3060 12GB Lands — Best GPU for 1080p gaming in 2026: where the RTX 3060 12GB lands, how it holds up against AAA and RT titles, and when to skip past to a… Mike Perry · 2026-07-21 · 9 min read
• Jan.ai vs LM Studio vs Ollama: Easiest Local-LLM App for a 12GB Card in 2026 — Jan.ai vs LM Studio vs Ollama in 2026: which local-LLM app is easiest on a 12GB card, how they differ, and which fits which workflow. Mike Perry · 2026-07-21 · 9 min read
• Ollama vs llama.cpp on a 12GB GPU in 2026: Which Local Runtime to Pick — Ollama vs llama.cpp on a 12GB GPU in 2026: which local runtime to pick, when to switch, and why performance is identical for a single user. Mike Perry · 2026-07-21 · 9 min read
• Best GPU for Local LLMs in 2026: Why the RTX 3060 12GB Still Wins on Value — Best budget GPU for running local LLMs in 2026: why the RTX 3060 12GB still owns the value tier, what actually fits in 12GB, and when to… Mike Perry · 2026-07-21 · 9 min read
• Private Smart Home: Running a Local LLM Voice Assistant in 2026 — How to run a private local LLM voice assistant in 2026 with Home Assistant, Whisper, Piper, and a home GPU. Realistic latency, hardware… Mike Perry · 2026-07-21 · 10 min read
• vLLM on Windows in 2026: What Actually Works on a 12GB Card — vLLM on Windows in 2026 works through WSL2, not natively. Here is what fits on a 12GB card, why single-user workloads rarely benefit, and… Mike Perry · 2026-07-21 · 9 min read
• Raspberry Pi 5 Projects Worth Building in 2026 — A synthesis of the Raspberry Pi 5's real capabilities — AI Kit inference, NVMe expansion, home servers, retro builds — grounded in public… SpecPicks Editorial · 2026-07-21
• RTX 4090 AI Video Generation: 2026 Performance Guide — How the RTX 4090's 24GB of VRAM shapes local AI video generation in ComfyUI and Stable Video Diffusion, per public specs and community… SpecPicks Editorial · 2026-07-21
• Build or Buy a Gaming PC in 2026? The Real Tradeoffs — Building vs buying a gaming PC in 2026 comes down to time, warranty, and how much control you want over parts. Here's the honest breakdown. SpecPicks Editorial · 2026-07-21
• Legion Go vs Steam Deck vs ROG Ally: 2026 Buying Guide — Official specs and community compatibility data compare the Steam Deck OLED, Legion Go, and ROG Ally X on battery, display, and price for… SpecPicks Editorial · 2026-07-20
• Steam Deck OLED vs ROG Ally Z1 Extreme: 2025 Comparison — A synthesis of manufacturer specs and public reviews comparing Steam Deck OLED's screen and efficiency to ROG Ally Z1 Extreme's raw… SpecPicks Editorial · 2026-07-20
• ComfyUI on a 12GB RTX 3060: Install + Stable Diffusion Throughput 2026 — The RTX 3060 12GB runs ComfyUI cleanly: SDXL at 1024x1024 fits in VRAM, SD1.5 flies, and Flux workflows work with a bit of offload. Full… Mike Perry · 2026-07-20 · 13 min read
• CompactFlash vs SATA-to-IDE: The Best Silent Boot Drive for a Win98 PC — CompactFlash on a passive CF-to-IDE adapter or a SATA SSD on an active bridge? Full spec table, benchmarks, and BIOS-gotcha checklist… Mike Perry · 2026-07-20 · 10 min read
• KOORUI 27" 4K vs Samsung Odyssey 4K for Console + PC Gaming — KOORUI 27" 4K vs Samsung Odyssey 4K: HDR1400 dual-mode vs fast-IPS ecosystem. Full spec table, console 4K/120 behavior, and a clear pick. Mike Perry · 2026-07-20 · 9 min read
• RTX 3060 12GB vs RTX 4060 for 1080p Gaming: The VRAM Question — 3060 12GB vs 4060 at 1080p in 2026: the 4060 wins pure FPS with DLSS 3, but 12GB holds up against modded AAA and doubles as an AI card. Mike Perry · 2026-07-20 · 9 min read
• The Retro Switch 2 Dock That Looks Exactly Like an N64 — The new N64-look Switch 2 dock is real, sold out at launch, and cosmetically perfect. Under the plastic it's a standard 60W USB-C hub. Mike Perry · 2026-07-20 · 7 min read
• Hugging Face Says an AI Agent Breached Its Infrastructure — Hugging Face disclosed an AI agent accessed adjacent systems via over-scoped tokens. Your model downloads are safe. Your tokens aren't. Mike Perry · 2026-07-20 · 7 min read
• Anthropic May Follow Microsoft to AMD: What It Means for Home AI Rigs — Anthropic on AMD is a datacenter story. For a $700 home AI rig, a used RTX 3060 12GB and Ryzen 7 5800X still win. Here's why. Mike Perry · 2026-07-20 · 8 min read
• Qwen 3.8 vs Kimi K3: Which Open-Weight Model Fits a 12GB Rig? — Qwen 3.8 fits a 12GB RTX 3060 at q4_K_M; Kimi K3 is API-only. We benchmark tok/s, work the VRAM math, and break-even the cost. Mike Perry · 2026-07-20 · 10 min read
• Ryzen AI Max 395 Laptop: Specs and AI Performance — A synthesis of AMD's published specs and independent coverage of Ryzen AI Max 395 laptops — NPU performance, thermals, battery life, and… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max 395 Mini PC: Specs, Performance & Buying Guide — A synthesis of public specs and reviews on AMD's Ryzen AI Max 395 (Strix Halo) mini PCs — who they're for, what the numbers mean, and how… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max+ 395 Review: Specs and What It's Really For — AMD's Ryzen AI Max+ 395 pairs 16 Zen 5 cores with a 40-CU RDNA 3.5 iGPU and up to 128GB unified memory. What the published specs mean for… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max+ 395 Specs: Full Breakdown and Comparison — A synthesis of AMD's official Ryzen AI Max+ 395 specs, its unified-memory architecture, and how it compares to mini-PCs and traditional… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max+ 395 Motherboard Guide: What You Can Upgrade — The Ryzen AI Max+ 395 skips socketed motherboards entirely. Here's what its fixed mainboard, soldered memory, and PCIe expansion actually… SpecPicks Editorial · 2026-07-20
• Strix Halo LLM Benchmarks: What AMD's APU Delivers — AMD's Strix Halo APU targets local LLM inference with unified memory up to 128GB. Here's what public benchmarks and community reports… SpecPicks Editorial · 2026-07-20
• llama.cpp Vulkan vs CUDA on a 12GB RTX 3060: Which Backend Wins? — On an RTX 3060 12 GB, CUDA generates 15-25% faster than Vulkan; Vulkan is dramatically simpler to set up and works across vendors… Mike Perry · 2026-07-20 · 11 min read
• Best Controller for PC Emulation in 2026: Pro 2 vs DualSense — 8BitDo Pro 2 for retro-heavy libraries, DualSense for PS-era games, GameSir G7 SE for low-latency competitive play. Pick by era, not brand. Mike Perry · 2026-07-20 · 9 min read
• Build a Retro Emulation Cabinet Brain on a Pi 4 8GB in 2026 — Yes — a Pi 4 8GB runs a full emulation cabinet through PSP-and-Wii tier at 6-8 W steady state. Full bill of materials and thermal notes… Mike Perry · 2026-07-20 · 10 min read
• CompactFlash Imaging for Retro PCs: A CF133 + IDE Workflow — Image a vintage PC drive to CompactFlash with a $50 kit — CF133 card, USB-IDE adapter, and a modern Linux host. Silent, cool… Mike Perry · 2026-07-20 · 10 min read
• Qwen 3.8 Open Weights on a 12 GB RTX 3060: What Actually Fits — Yes — a 12 GB RTX 3060 runs Qwen 3.8 dense at q4_K_M with 16K context at 35-45 tok/s. MoE variants need CPU offload; we lay out what fits. Mike Perry · 2026-07-20 · 11 min read
• Crucial BX500 vs Samsung 870 EVO for an Emulation Box — For an emulation-box workload dominated by sequential reads, the Crucial BX500 1TB wins on capacity per dollar; the Samsung 870 EVO wins… Mike Perry · 2026-07-20 · 10 min read
• MicroPython Now Runs on the Super Nintendo — On Real Hardware — Yes — a MicroPython port now runs on original SNES hardware. The modern tinker bench: Pi 4, Pi Zero, CompactFlash, and a USB-IDE adapter… Mike Perry · 2026-07-20 · 10 min read
• Strix Halo vs RTX 3060 12GB: Unified Memory or Discrete VRAM? — Strix Halo's 128 GB unified memory beats a 12 GB RTX 3060 on models above 12 GB and loses on models below it. Pick by weight file, not… Mike Perry · 2026-07-20 · 10 min read
• Moonshot Pauses Kimi K3 Signups After GPU Demand Maxes Out — Moonshot paused new Kimi K3 signups after 48 hours — second capacity cut in 30 days. Local fallback rig math for a $850 budget. Mike Perry · 2026-07-20 · 9 min read
• Best SATA SSDs for Gaming and Emulation in 2026 — Best SATA SSDs for gaming and emulation — Crucial BX500 1TB for big libraries, Samsung 870 EVO for consoles, and honest NVMe context. Mike Perry · 2026-07-20 · 10 min read
• Strix Halo Gaming Benchmarks: What AMD's APU Can Really Do — Public benchmarks and AMD's own data show how Strix Halo's integrated Radeon 8060S graphics perform in real games versus laptop and… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max Mini PC 128GB: Specs, Uses, Alternatives — A synthesis of public AMD and manufacturer specs on 128GB Ryzen AI Max mini PCs — unified memory, iGPU, NPU, and what the platform is… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max Mini-ITX: Framework Desktop Specs Explained — A synthesis of public specs and community data on Ryzen AI Max Mini-ITX boards like Framework Desktop, covering memory, cooling, and LLM… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max 385 Mini PC: Specs and What It's Really For — Editorial synthesis of AMD's published specs for the Ryzen AI Max 385 mini PC — Strix Halo architecture, unified memory, and local AI… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max LLM Test: What the Public Data Shows — Public specs and community measurements on Ryzen AI Max's unified memory reveal what it actually enables for local LLM inference — and… SpecPicks Editorial · 2026-07-20
• Ryzen AI Max+ 395 LLM Performance: What to Expect — A synthesis of AMD's published specs and community reports on how the Ryzen AI Max+ 395's unified memory shapes local LLM inference in 2025. SpecPicks Editorial · 2026-07-20
• LiteLLM as a Fallback Router: Keep Working When Limits Hit — You automatically fall back to a local model when your API limit is hit by running a router — most commonly LiteLLM — in front of your… Mike Perry · 2026-07-20 · 19 min read
• Best Sim Racing Gear for Beginners in 2026 — As an Amazon Associate, SpecPicks earns from qualifying purchases. See our review methodology. Mike Perry · 2026-07-20 · 18 min read
• Best GPU Under $400 for Llama-Class 8B Models in 2026 — As of 2026, the best GPU under $400 for running Llama-class 8B models locally is the MSI GeForce RTX 3060 Ventus 3X 12G OC. Its 12 GB of… Mike Perry · 2026-07-20 · 18 min read
• Noctua NH-U12S vs MasterLiquid ML240L for a Ryzen 7 5800X — For a stock AMD Ryzen 7 5800X in a case with decent airflow, the Noctua NH-U12S is the better default in 2026 — it holds the chip inside… Mike Perry · 2026-07-20 · 13 min read
• Building a Period-Correct 2001 Win98 Rig With Parts You Can Still Buy — To build a period-correct Windows 98 gaming PC in 2026, target the 2001-era sweet spot: a Pentium III or Athlon XP board, a GeForce 3 or… Mike Perry · 2026-07-20 · 19 min read
• Best SATA SSD for a PS4 Slim and Emulation Box in 2026 — If you want a set-and-forget answer as of 2026: put a Crucial BX500 1TB in your PlayStation 4 Slim. It's the cheapest 1 TB 2.5" SATA drive… Mike Perry · 2026-07-20 · 15 min read
• Jellyfin on a Raspberry Pi 4 8GB: What It Can and Can't Transcode — Yes, a Raspberry Pi 4 Model B 8GB runs Jellyfin well as of 2026, but only inside a narrow lane. It direct-plays 1080p H.264 to one or two… Mike Perry · 2026-07-20 · 15 min read
• Pelican-Style Filament Dry Box: The Adafruit Build, Explained — > In brief — 2026-07-20 · A latching filament dry box keeps 3D printing filament dry by combining an airtight gasketed enclosure (a… Mike Perry · 2026-07-20 · 15 min read
• DIY Steam Controller Puck Adds Xbox, Switch and PS Emulation Modes — > In brief — 2026-07-20 · The DIY Steam Controller puck is a community-built, palm-sized gamepad inspired by Valve's discontinued Steam… Mike Perry · 2026-07-20 · 12 min read
• Claude Limits Cut: Why a Local Fallback Rig Just Got Cheaper — Yes, but only if your actual usage keeps bumping the new caps. As of 2026, a used MSI GeForce RTX 3060 Ventus 3X 12G OC paired with a… Mike Perry · 2026-07-20 · 13 min read
• Inkling 975B: Thinking Machines' Open-Weight Speech Model, Explained — Inkling 975B is Thinking Machines' new open-weight speech-to-text model, weighing in at 975 billion parameters and priced at $6.60 per… Mike Perry · 2026-07-20 · 12 min read
• Ryzen AI Max for Local LLMs: What the Hardware Enables — AMD's Ryzen AI Max pairs a Zen 5 CPU with up to 128GB of unified memory, changing which local LLMs fit at all versus a discrete-GPU… SpecPicks Editorial · 2026-07-20
• RetroArch PS3 Emulation: What Actually Works in 2026 — RetroArch has no native PS3 core — PS3 games run through standalone RPCS3. Here's how to pair both tools for a complete retro-gaming setup… SpecPicks Editorial · 2026-07-20
• AMD Ryzen AI Max for Local LLMs: What the Specs Mean — AMD's Ryzen AI Max APUs use unified memory to run large local LLMs without a discrete GPU. Here's what that means for real-world inference. SpecPicks Editorial · 2026-07-19
• Ryzen AI Max+ 395 LLM Inference: Specs, Bandwidth, Reality — AMD's Ryzen AI Max+ 395 pairs 16 Zen 5 cores with up to 128GB of unified memory. Here's what its specs mean for running local LLMs, per… SpecPicks Editorial · 2026-07-19
• vLLM vs Ollama for a Single-User 12GB Rig in 2026 — vLLM vs Ollama on a single-user 12GB rig in 2026: setup complexity, throughput, quantization support and when paged attention actually… Mike Perry · 2026-07-19 · 9 min read
• CompactFlash as a Win98 Boot Drive: Sizes, Limits, Gotchas — How to use a CompactFlash card as a Windows 98 boot drive: which cards work, the BIOS capacity limits, and where CF is the wrong answer. Mike Perry · 2026-07-19 · 10 min read
• Best Raspberry Pi for Klipper in 2026: Pi 4 8GB vs Alternatives — Best Raspberry Pi for Klipper in 2026: Pi 4 8GB versus Zero-class boards versus alternative SBCs. Sized to real workloads, not… Mike Perry · 2026-07-19 · 9 min read
• Best 27-inch 4K Monitor for PC and Console: Odyssey vs KOORUI — Samsung Odyssey 4K vs KOORUI QD-Mini LED for a shared PC and console desk: which panel wins on speed, which on picture quality, and how to… Mike Perry · 2026-07-19 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a 24/7 LLM Server — Ryzen 5 5600G vs Ryzen 7 5700X for a 24/7 local LLM host: PCIe lanes, idle power, and where the CPU choice actually changes throughput. Mike Perry · 2026-07-19 · 10 min read
• Best Streaming Gear for PC Gamers in 2026 — Streaming gear buying guide for 2026: microphones, ring lights and monitoring headphones ranked for PC streamers. Best overall, best… Mike Perry · 2026-07-19 · 10 min read
• Asus ROG Xreal R1: 240Hz AR Glasses Hit Review — First reviews of the Asus ROG Xreal R1 confirm real 240Hz refresh on both microOLED panels. Here is where it earns its place and where a… Mike Perry · 2026-07-19 · 9 min read
• Raspberry Pi Pico SDK 2.3.0 Ships: What Changed — Raspberry Pi shipped Pico SDK 2.3.0 on 2026-07-19. Here is what changed, which projects should adopt it now, and which should stay pinned. Mike Perry · 2026-07-19 · 9 min read
• Kimi K3 vs Qwen 3.8 for Local Coding Agents in 2026 — A head-to-head comparison of Kimi K3 and Qwen 3.8 for local coding agents: where each wins, which fits on 12GB, and how to pick without… Mike Perry · 2026-07-19 · 10 min read
• Qwen 3.8 Open Weights: What Fits on a 12GB GPU — A practical guide to running Qwen 3.8 open weights on an RTX 3060 12GB: which checkpoint fits, which quantization to pick, and where the… Mike Perry · 2026-07-19 · 11 min read
• Ryzen AI Max vs RTX 40 Series: Which Wins for AI and Gaming? — Ryzen AI Max vs RTX 40 series compared: unified memory for large AI models versus CUDA-accelerated gaming, creative apps, and power… SpecPicks Editorial · 2026-07-19
• Ryzen AI Max vs RTX 4060: Which Fits Your Build? — Ryzen AI Max and RTX 4060 solve different problems: unified-memory AI compute versus discrete gaming muscle. Here's how to choose. SpecPicks Editorial · 2026-07-19
• Ryzen AI Max+ 395 vs RTX 4070: Gaming vs AI in 2026 — A synthesis of public specs and benchmarks comparing AMD's Ryzen AI Max+ 395 unified-memory APU against Nvidia's RTX 4070 for gaming and… SpecPicks Editorial · 2026-07-19
• Unified RAM for LLMs: 2025-2026 Hardware Guide — How unified memory architecture from Apple Silicon and AMD's Ryzen AI Max changes local LLM hardware choices in 2025-2026, and how it… SpecPicks Editorial · 2026-07-19
• Mac Unified Memory for LLMs: What Matters in 2026 — How Apple's unified memory architecture changes local LLM inference on Mac, and where it still loses to HBM-equipped datacenter GPUs. SpecPicks Editorial · 2026-07-19
• Raspberry Pi Projects for Students (2025 Guide) — A synthesis of public Raspberry Pi curricula and community builds, ranking beginner-to-advanced student projects in electronics, robotics… SpecPicks Editorial · 2026-07-19
• 4K 60Hz or 1440p 240Hz? Picking a Monitor for an RTX 3060-Class GPU — 4K 60Hz or 1440p 240Hz for an RTX 3060-class GPU? The right answer depends on which frames your card can actually deliver — with sourced… Mike Perry · 2026-07-19 · 14 min read
• Best Storage Upgrades for Gaming and Retro PCs in 2026 — The best storage upgrades for gaming and retro PCs in 2026, from a 1 TB SATA SSD workhorse to a CompactFlash card that fixes 1998-era IDE… Mike Perry · 2026-07-19 · 17 min read
• Hosting a Period-Correct LAN Party in 2026: Quake 3, UT99, and the Gear That Still Works — A 2026 LAN party for Quake 3 and Unreal Tournament 99: what the network needs to look like, which patches unbrick the master-server… Mike Perry · 2026-07-19 · 10 min read
• Build a Wall-Mounted Raspberry Pi 4 Arcade Cabinet: 3D-Printed Case, SSD Boot, Real BOM — A Pi 4 arcade build without the desk clutter — 3D-printed slide-in wall mount, SSD boot for real load times, and a bill of materials that… Mike Perry · 2026-07-19 · 9 min read
• Open WebUI on a Raspberry Pi 4, Inference on an RTX 3060: The Split-Brain Home LLM Stack — Run Open WebUI on a Raspberry Pi 4 and let it wake an RTX 3060 box on demand. Here is the split-brain architecture, the wake-on-LAN… Mike Perry · 2026-07-19 · 9 min read
• GameSir G7 SE vs DualSense: Which Controller Is Better on PC in 2026? — GameSir G7 SE vs DualSense on PC: Hall-effect wired versus haptic wireless at similar prices. Here is which pad wins on latency, comfort… Mike Perry · 2026-07-19 · 10 min read
• Ryzen 7 5800X vs 5700X for a Dual-Duty Gaming and Local-LLM Build — Ryzen 7 5800X vs 5700X: same core count, different TDP, different cooler bill. Here is which AM4 chip makes sense for a 2026 gaming +… Mike Perry · 2026-07-19 · 9 min read
• Raspberry Pi 5 IOMMU Support Is Landing in the Mainline Linux Kernel — Raspberry Pi 5 IOMMU driver work is heading to the mainline Linux kernel. Here is what an IOMMU actually does on an SBC, what it enables… Mike Perry · 2026-07-19 · 10 min read
• GPT-5.6 Deleted User Files With Full Disk Access, OpenAI Says It Shouldn't Have — GPT-5.6 reportedly deleted user files when granted full disk access. OpenAI says the behavior was unintended. Here is what happened and… Mike Perry · 2026-07-19 · 9 min read
• Open-Weight Models Caught Up on Cyber Benchmarks in Four Months — What That Means for Your Rig — A recent report puts the open-vs-frontier capability lag at four months on cyber benchmarks. Here is what that gap means for buying a 12GB… Mike Perry · 2026-07-19 · 10 min read
• Inkling 975B Open Weights: What a Frontier Speech Model Means for Local Rigs — Thinking Machines released Inkling 975B, the first frontier-scale open-weights speech model. Here is what a 12GB card can actually run… Mike Perry · 2026-07-19 · 10 min read
• ROG Ally X vs Steam Deck OLED: Specs, Battery, Price (2026) — ROG Ally X and Steam Deck OLED compared on CPU, GPU, display, battery, and price using manufacturer specs and public reviews to help you… SpecPicks Editorial · 2026-07-19
• Play Retro Games in Your Browser: Best Emulators 2025 — Browser-based retro emulators like EmulatorJS and the Internet Archive's arcade library let you play classic games with no installs… SpecPicks Editorial · 2026-07-19
• Handheld Gaming PCs Ranked: 2025's Best, Compared — A synthesis of public specs and reviews ranking 2025's top handheld gaming PCs by performance, battery life, and value for money. SpecPicks Editorial · 2026-07-19
• Local AI Image Generation: Best AMD GPUs for 2026 — AMD's ROCm software stack now runs Stable Diffusion and ComfyUI locally on Radeon hardware — here's how the RX 7900 XTX and W7900 actually… SpecPicks Editorial · 2026-07-19
• llama.cpp on a 12GB RTX 3060: llama-bench Setup and Measured tok/s — How to build llama.cpp with CUDA, run llama-bench on an RTX 3060 12GB, and read the prefill and generation numbers for 7B, 8B, and 14B… Mike Perry · 2026-07-19 · 7 min read
• Raspberry Pi 4 8GB as a 2026 Home Server: What Actually Runs Well — The Pi 4 8GB still runs a full 2026 home server stack — Jellyfin, Home Assistant, Pi-hole, WireGuard — at 12W with an external NVMe SSD. Mike Perry · 2026-07-19 · 8 min read
• How to Image a Vintage IDE Hard Drive in 2026 With a USB Adapter — The 2026 workflow for imaging a vintage IDE hard drive: Unitek USB 3.0 adapter, Linux live USB, and ddrescue — with measured time budgets. Mike Perry · 2026-07-19 · 9 min read
• RTX 5090 vs RTX 6000: Specs, Gaming, AI Compared — RTX 5090 vs RTX 6000 Ada Generation compared: CUDA cores, memory bandwidth, TDP, gaming, AI training, and content creation workloads… SpecPicks Editorial · 2026-07-19
• Best Budget Sim Racing Wheel: Logitech G29 vs HORI vs Thrustmaster — The Logitech G29 is the default budget sim racing pick; the HORI DLX handles Xbox; the Thrustmaster TH8A is the shared shifter upgrade. Mike Perry · 2026-07-19 · 7 min read
• RTX 5080 vs RX 7900 XTX: Which GPU Wins in 2026? — RTX 5080 vs RX 7900 XTX compared on architecture, memory, ray tracing, and AI workloads to help you pick the right GPU for your build. SpecPicks Editorial · 2026-07-19
• RTX 3060 12GB vs RTX 5060: Best Value for 1080p Gaming + Local AI — The RTX 5060 wins 30% on 1080p gaming; the RTX 3060 12GB wins the local-AI battle. Which to buy depends on whether you'll ever run a 14B… Mike Perry · 2026-07-19 · 7 min read
• Best CPU for the MSI RTX 3060 12GB: 5600G vs 5700X vs 5800X — Pair the RTX 3060 12GB with a Ryzen 7 5800X, take the 5700X when discounted, or a 5600G for compact rigs — with 1080p and 1440p FPS numbers. Mike Perry · 2026-07-19 · 8 min read
• This Switch 2 Dock Looks Exactly Like an N64 — and Holds Six Game Cards — A boutique third-party Switch 2 dock hides an N64-shaped shell and a six-slot Game Card tray — full 4K passthrough at $59 pre-order. Mike Perry · 2026-07-19 · 7 min read
• Best Buy Cuts $900 Off an Asus 64GB Gaming Laptop — Is a Desktop Smarter? — Best Buy's $900 markdown on the Asus 64GB gaming laptop is real — but a same-money RTX 3060 12GB desktop still wins on sustained FPS and… Mike Perry · 2026-07-19 · 6 min read
• Run Qwen Locally: Apple Silicon vs a 12GB RTX 3060 Rig in 2026 — Apple Silicon vs a 3060 12GB desktop for local Qwen 7B/14B — throughput, setup, TCO, and ecosystem tradeoffs for 2026 builders. Mike Perry · 2026-07-19 · 9 min read
• Local LLM Use Cases in 2026: What a 12GB Rig Actually Delivers — A 12GB RTX 3060 rig runs a full coding assistant, private RAG over 100k pages, and overnight batch classification — with measured numbers. Mike Perry · 2026-07-19 · 10 min read
• Kimi K3 Lands #5 on Coding Agents: What You Can Actually Run Local — Kimi K3 landed at #5 on the Coding Agent Index — but a 12GB RTX 3060 rig can still run Qwen2.5-Coder 14B locally for the routine 80% of… Mike Perry · 2026-07-19 · 10 min read
• Raspberry Pi 5 Secondary Monitor Setup Guide (2025) — How the Raspberry Pi 5's dual micro-HDMI outputs handle a second display, what the USB-C port actually does, and how to wire up an older… SpecPicks Editorial · 2026-07-19
• Local LLM Agent Infrastructure: 2026 Hardware Guide — What hardware local LLM agent infrastructure actually needs in 2026 — from budget consumer GPUs to workstation and datacenter cards, per… SpecPicks Editorial · 2026-07-19
• Steam Deck OLED vs ROG Xbox Ally X: Which Handheld Wins? — Steam Deck OLED and ROG Xbox Ally X both target portable PC gaming, but differ sharply on display tech, battery capacity, and software… SpecPicks Editorial · 2026-07-18
• Local LLM on Mac: The 2026 Setup Guide — A synthesis of public tooling docs and community benchmarks on running local LLMs on Apple Silicon Macs — hardware picks, quantization… SpecPicks Editorial · 2026-07-18
• KOORUI 27" 4K QD-Mini LED: Is a Budget 4K Gaming Monitor Enough for an RTX 3060? — The KOORUI 27-inch 4K QD-Mini LED runs about $499 and looks gorgeous, but an RTX 3060 12GB needs DLSS to keep native 4K playable in modern… Mike Perry · 2026-07-18 · 14 min read
• Boot Windows 98 from CompactFlash: A Silent, Reliable CF-to-IDE Build — Boot Windows 98 from a CompactFlash card: pick a fixed-disk CF like Transcend CF133, wire it through a CF-to-IDE adapter, and image it… Mike Perry · 2026-07-18 · 14 min read
• Best Budget Streaming & Podcast Gear in 2026 — The best budget streaming and podcast gear in 2026: HyperX QuadCast 2, Blue Yeti, NEEWER and UBeesize ring lights, BERIBES headphones… Mike Perry · 2026-07-18 · 14 min read
• Anthropic Tightens Claude Fable 5 Limits — Why Builders Are Eyeing Local Rigs — Anthropic tightened Claude Fable 5 limits on Max and Team Premium. Here's when a local 12GB inference rig becomes the cheaper answer. Mike Perry · 2026-07-18 · 10 min read
• Ex-Sega Engineer's 'Super Realistic' CRT Emulator — What It Means for Retro Mini-Consoles — An ex-Sega engineer's new CRT shader raises the retro-emulation bar. What it means for Genesis Mini and SNES Classic owners in 2026. Mike Perry · 2026-07-18 · 10 min read
• Asus RTX 5060 Hits Near-MSRP on Prime — Is the RTX 3060 12GB Still the Value Pick? — Asus RTX 5060 hit near-MSRP on Prime this week. The RTX 3060 12GB at $290 is still the VRAM-value pick for 1440p and local AI work. Mike Perry · 2026-07-18 · 9 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget LLM + Gaming Build — Ryzen 5 5600G vs Ryzen 7 5700X for a budget local-LLM plus gaming rig. Cores, iGPU tradeoffs, real gaming and inference deltas. Mike Perry · 2026-07-18 · 9 min read
• Best CPU Cooler for AM4 Ryzen Overclocking in 2026 — Best CPU coolers for AM4 Ryzen overclocking in 2026 — Noctua NH-U12S vs Cooler Master ML240L, with real thermal data on a tuned 5800X. Mike Perry · 2026-07-18 · 9 min read
• Best GPU for the Ryzen 7 5800X3D in 2026: No-Bottleneck Picks — Best GPUs to pair with a Ryzen 7 5800X3D at 1080p, 1440p, and 4K. Value picks, sweet-spot cards, and the cases where a halo card is wasted. Mike Perry · 2026-07-18 · 9 min read
• Inkling's 975B Open-Weight Speech Model — and the 12GB Rig That Transcribes Free — Local transcription on a 12GB GPU is 11x cheaper than mainstream cloud APIs at scale. Here are the models that fit and the speeds to expect. Mike Perry · 2026-07-18 · 9 min read
• Four Frontier Models in Eight Days: What a 12GB GPU Can Actually Run — None of the July 2026 frontier releases fit a 12GB card. Here's what open-weight substitutes hit 80% of the quality at zero marginal cost. Mike Perry · 2026-07-18 · 9 min read
• Run DeepSeek Locally on a 12GB RTX 3060: 2026 Quant Guide — A 12GB RTX 3060 runs DeepSeek-R1-Distill 8B and 14B at q4/q5 quantization. This is what to expect for VRAM, speed, and quality in 2026. Mike Perry · 2026-07-18 · 10 min read
• RTX 5090 AI TOPS: What the Official Number Means — NVIDIA's official RTX 5090 AI TOPS figure, compared with RTX 4090, AMD's MI300X, and Radeon Pro W7900 — and why raw TOPS rarely predicts… SpecPicks Editorial · 2026-07-18
• ComfyUI Ideogram 4: Setup, GPU Needs & Hardware Guide — A synthesis guide to running Ideogram 4 inside ComfyUI: how the API-based node works, what GPU you actually need, and AMD ROCm support… SpecPicks Editorial · 2026-07-18
• RTX 5090 Benchmark 2026: 4K Gaming & AI vs. AMD — Public benchmarks compare the RTX 5090's 4K gaming and AI inference results against AMD's RX 7900 XTX and MI300X, per NVIDIA, TechPowerUp… SpecPicks Editorial · 2026-07-18
• Handheld Gaming PC Near Me: Where to Buy in 2025 — A 2025 guide to finding handheld gaming PCs like Steam Deck, ROG Ally X, and Legion Go in local stores, plus how in-person shopping… SpecPicks Editorial · 2026-07-18
• Handheld Gaming PC Sale: Best 2026 Deals to Buy Now — A synthesis of current handheld gaming PC pricing trends, chipset differences, and sale timing across Steam Deck, ROG Ally X, Legion Go… SpecPicks Editorial · 2026-07-18
• Build a 2001 GeForce 3 Windows 98 Gaming PC in 2026: Parts and Setup — The GeForce 3 + Windows 98 SE combo is the 2001 sweet spot. Here's how to source the parts, use CompactFlash as a silent boot drive, and… Mike Perry · 2026-07-18 · 9 min read
• Best Raspberry Pi Alternative for AI Inference in 2026: When to Step Up — Searching for a Pi alternative for AI usually means you've outgrown the SBC ceiling. Here's the ladder from Pi to mini-PC to GPU box… Mike Perry · 2026-07-18 · 7 min read
• Build a Silent Raspberry Pi 5 NAS with NVMe and Active Cooling in 2026 — The Pi 5's PCIe lane makes NVMe NAS builds finally viable. Here's the storage picks, cooling that keeps clocks stable, and a step-by-step… Mike Perry · 2026-07-18 · 7 min read
• Raspberry Pi 5 IOMMU Support Lands in Mainline Linux: What It Means — Mainline Linux is getting a proper IOMMU driver for the Raspberry Pi 5. Here's what changes for casual users, homelab builders, and… Mike Perry · 2026-07-18 · 10 min read
• Samsung 1440p 240Hz Gaming Monitor Drops to $169 — 32% Off — A 32% discount lands Samsung's 1440p 240Hz gaming monitor at $169. Here's why the resolution/refresh combo matters, what GPU feeds it, and… Mike Perry · 2026-07-18 · 8 min read
• Best GPU for Local LLMs Under $350: Why the RTX 3060 12GB Still Wins — For running 7B-14B open-weight LLMs at home in 2026, the RTX 3060 12GB is the cheapest card that fits without ugly compromises. Here's the… Mike Perry · 2026-07-18 · 7 min read
• ComfyUI on an RTX 3060 12GB: What Image Models Actually Run Well — The 3060's 12GB is why enthusiasts still pick it for ComfyUI over faster 8GB cards. Here's the model matrix, low-VRAM settings, and when a… Mike Perry · 2026-07-18 · 7 min read
• Open-Weight Models Caught Up to Frontier: What to Run on a 12GB GPU — Open-weight models now match frontier capability from four months prior at a fraction of the cost. Here's what fits on a 12GB RTX 3060 and… Mike Perry · 2026-07-18 · 7 min read
• GPT-5.6 Deleted a User's Files: Why Local, Sandboxed Agents Matter — A GPT-5.6 agent granted full filesystem access wiped a user's files. The fix isn't a better prompt — it's scoping the agent with… Mike Perry · 2026-07-18 · 8 min read
• Kimi K3 Just Launched: What You Can (and Can't) Run Locally Instead — Kimi K3 shipped this week and ranks #5 on the Artificial Analysis Coding Agent Index. Here's what fits on a 12GB RTX 3060, and when to… Mike Perry · 2026-07-18 · 10 min read
• Windows XP Gaming in 2025: Hardware, Fixes, Best Games — A synthesis of public sources on reviving Windows XP gaming in 2025: hardware paths, driver realities, compatibility fixes, and the era's… SpecPicks Editorial · 2026-07-18
• Windows XP Gaming ISO: A Modern Hardware Setup Guide — A synthesis guide to legally sourcing a Windows XP gaming ISO, choosing hardware, and installing it — per Microsoft, WineHQ, and Rufus… SpecPicks Editorial · 2026-07-18
• Raspberry Pi 5 Price Guide: What You'll Actually Pay — A breakdown of official Raspberry Pi 5 pricing by RAM tier, how it compares to the Pi 4, and the real total cost once accessories are… SpecPicks Editorial · 2026-07-18
• 10 Raspberry Pi Projects Worth Building in 2025 — A synthesis of the standout Raspberry Pi 2025 builds — edge AI, NVMe homelabs, retro gaming, and automation — with real hardware, costs… SpecPicks Editorial · 2026-07-18
• Raspberry Pi AI HAT+ 26 TOPS: Specs, Setup, and Verdict — A synthesis of public specs and community testing on the Raspberry Pi AI HAT+ 26 TOPS: Hailo-8 performance, setup steps, and whether it's… SpecPicks Editorial · 2026-07-18
• RetroArch PS2 Emulation: Setup, BIOS & Performance Guide — How PlayStation 2 emulation actually works inside RetroArch, from BIOS setup to the hardware tier public benchmarks say you need for… SpecPicks Editorial · 2026-07-18
• Retro N64-style Switch 2 dock holds six Game Cards — Krasivoe's 64BITDOCK is a $89 snap-on kit that turns the Switch 2 dock into an N64 lookalike and stores six Game Cards in a magnetic cart. Mike Perry · 2026-07-18 · 12 min read
• Asus ROG Xreal R1: 240Hz AR gaming glasses land — Asus and Xreal reveal the ROG R1 AR gaming glasses at 240Hz. Here's how they fit next to a proper 4K desktop monitor for PC gaming in 2026. Mike Perry · 2026-07-18 · 9 min read
• How Sega's $5M bet saved Nvidia in 1996 — and shaped every GPU launch since — The 1996 pivot that saved Nvidia — how a $5M Sega deal enabled the RIVA 128 and shaped every GPU launch through the modern RTX era. Mike Perry · 2026-07-18 · 9 min read
• Imaging a vintage IDE hard drive with a USB adapter in 2026 — Image a vintage IDE hard drive in an afternoon with a Unitek USB adapter and ddrescue. Migrate to CompactFlash or SATA SSD for reliable… Mike Perry · 2026-07-18 · 9 min read
• Best Budget PC Gaming Accessories Under $100 in 2026 — Turtle Beach headset, Logitech mouse, SteelSeries QcK pad — the five under-$100 accessories that build a complete PC gaming setup in 2026. Mike Perry · 2026-07-18 · 10 min read
• Best SSDs for a Raspberry Pi homelab NAS in 2026 — The Raspberry Pi 4 caps USB 3.0 near 350 MB/s. Here's the SATA vs NVMe tradeoff and the best SSD picks for a homelab NAS in 2026. Mike Perry · 2026-07-18 · 9 min read
• llama.cpp vs Ollama on a 12GB RTX 3060 in 2026: which is faster? — Ollama wraps llama.cpp so the raw speed gap is small. The real choice is tuning depth vs setup ease on a 12GB RTX 3060 in 2026. Mike Perry · 2026-07-18 · 9 min read
• Local RTX 3060 rig vs Kimi K3's cheap API: the 2026 cost-per-task math — Kimi K3 shipped at $0.94 per task and reshuffled the local-vs-cloud math. Here's the break-even threshold for an RTX 3060 rig in 2026. Mike Perry · 2026-07-18 · 9 min read
• Running local LLMs on the Ryzen 5 5600G iGPU (no dedicated GPU) in 2026 — Community-measured tokens per second, the DDR4 bandwidth ceiling, and the upgrade path to a real GPU for the Ryzen 5 5600G on 2026 LLMs. Mike Perry · 2026-07-18 · 9 min read
• Grok 4.5, GPT-5.6, Kimi K3: four frontier models in eight days — what it means for local rigs — Grok 4.5, GPT-5.6, and Kimi K3 shipped in eight days. Here's what a 12GB RTX 3060 local rig still does that no frontier API can match. Mike Perry · 2026-07-18 · 10 min read
• Dual RTX 3090 Ti in 2026: Worth It vs. the Alternatives? — Dual RTX 3090 Ti setups still make sense for CUDA rendering and local LLM inference in 2026, but gaming, power draw, and case fit make it… SpecPicks Editorial · 2026-07-18
• Best SteamOS Handheld Gaming PCs in 2025: What to Buy — A synthesis of public specs and reporting on SteamOS handhelds in 2025 — Steam Deck OLED, Legion Go S, and how SteamOS compares to Windows. SpecPicks Editorial · 2026-07-18
• Local AI Server LLM Setups 2025: What Hardware Matters — A synthesis of public specs and community builds on what actually matters for a local AI server running LLMs in 2025 — memory, GPU tier… SpecPicks Editorial · 2026-07-17
• Best Budget Gaming PC Build 2026: AMD Parts Guide — An AMD-anchored budget gaming PC build guide for 2026: CPU, GPU, storage, and PSU picks synthesized from public pricing and benchmark… SpecPicks Editorial · 2026-07-17
• PC Sim Racing Wheels in 2026: Logitech G29, Thrustmaster and HORI Compared — The 2026 entry sim-racing shortlist: Logitech G29 as the safe default, HORI FFB DLX as the Xbox alternative, Thrustmaster TH8A when… Mike Perry · 2026-07-17 · 11 min read
• CompactFlash as a Boot Drive: Silent Storage for a Period-Correct Retro PC (2026) — How to boot a retro PC from a CompactFlash card — pick a fixed-disk-mode card like the Transcend CF133, image from a modern PC, set BIOS… Mike Perry · 2026-07-17 · 10 min read
• Raspberry Pi 4 8GB Homelab in 2026: Jellyfin, Pi-hole and Home Assistant on One Board — The Pi 4 8GB comfortably runs Pi-hole, Home Assistant, and Jellyfin together for a household in 2026 — boot from an SSD, keep media in… Mike Perry · 2026-07-17 · 11 min read
• Asus RTX 5060 Hits Near-MSRP on Amazon Prime — Is the Budget Blackwell Worth It? — Asus RTX 5060 at Prime near-MSRP is a first-of-its-kind fair price on mainstream Blackwell. Wins for pure gaming; loses to the RTX 3060… Mike Perry · 2026-07-17 · 9 min read
• Local AI Server Build 2026: RAM, VRAM and NVMe for 13B+ Models — The 2026 home AI server: 12GB VRAM anchor, 64GB RAM, fast NVMe, 8-core CPU, quiet cooling. Reference BOM around the MSI RTX 3060 12GB and… Mike Perry · 2026-07-17 · 10 min read
• Local LLM PC Build 2026: What 12GB of VRAM Really Runs — The pragmatic 2026 local-LLM PC: MSI RTX 3060 12GB, Ryzen 7 5800X or 5700X, 32GB DDR4, Samsung 970 EVO Plus NVMe, Noctua NH-U12S — priced… Mike Perry · 2026-07-17 · 10 min read
• Four Frontier Models in Eight Days: What a 12GB RTX 3060 Can Actually Run — Four frontier launches in eight days. Kimi K3, GPT-5.6, Grok 4.5, Muse Spark 1.1. A 12GB RTX 3060 cannot host their flagships — but… Mike Perry · 2026-07-17 · 10 min read
• RetroArch Cores Download Guide: Safe Sources 2025 — How to download RetroArch cores safely in 2025 — official core downloader vs third-party sources, checksum verification, and CPU picks… SpecPicks Editorial · 2026-07-17
• Building a New Gaming PC in 2026: The Complete Guide — A synthesis guide to CPUs, GPUs, motherboards, storage, and networking for building a gaming PC in 2026, plus budget tiers and a parts… SpecPicks Editorial · 2026-07-17
• What Does DPS Mean in Gaming? Damage Per Second Explained — DPS measures damage output per second in shooters and MMOs. Here's what it means, how hardware affects it, and how to raise yours. SpecPicks Editorial · 2026-07-17
• Fine-Tune Video and Image Models at Scale: NeMo vs Diffusers — How NVIDIA NeMo Automodel and Hugging Face Diffusers fit together for scaling video and image model fine-tuning, from single-GPU LoRA jobs… SpecPicks Editorial · 2026-07-17
• RTX 5090 AI Desktop: 2026 Build Guide & Benchmarks — A synthesis of public specs and reviewer benchmarks on the RTX 5090 for local AI work, plus build guidance for CPU, PSU, cooling, and… SpecPicks Editorial · 2026-07-17
• Raspberry Pi Projects on GitHub: 2025 Guide — A synthesis of the Raspberry Pi GitHub projects worth running in 2025: home automation, AI vision, clustering, and beginner builds worth… SpecPicks Editorial · 2026-07-17
• Raspberry Pi Pico W Becomes a Driverless USB WiFi Adapter — A Pico W flashed with community firmware becomes a $6 driverless USB WiFi adapter — the answer to WiFi on Win98, embedded boxes, and any… Mike Perry · 2026-07-17 · 9 min read
• AMD's Ryzen 7 7700X3D Goes Newegg-Exclusive at $329 — The 7700X3D is a slower 7800X3D that isn't reliably cheaper, per Tom's Hardware. Here's what that means for the AM4 value stack — and why… Mike Perry · 2026-07-17 · 9 min read
• Best Budget SSDs for Retro and Homelab Builds in 2026 — Retro rigs, homelabs, and model libraries all need the same thing — reliable, cheap SSDs in the 240GB-1TB tier. Our five picks, the… Mike Perry · 2026-07-17 · 12 min read
• Building a Silent Windows 98 Gaming PC in 2026: The Full Parts List — A complete parts list for a silent Windows 98 gaming PC in 2026 — CompactFlash or SATA SSD in place of the loud period HDD, undervolted… Mike Perry · 2026-07-17 · 12 min read
• Best SSD for a Retro PC Build: CompactFlash vs SATA in 2026 — For a Pentium III or early Athlon daily driver, silent CompactFlash beats period-correct spinning rust every time. When to use… Mike Perry · 2026-07-17 · 12 min read
• AMD Ryzen AI Halo: A DGX Spark Rival at Mini-PC Size — AMD's unified-memory mini-PC hosts weights no consumer GPU can fit, at a fraction of the sustained power draw. Where it wins, where it… Mike Perry · 2026-07-17 · 12 min read
• Kimi K3 Scores 57 on Intelligence Index at $0.94/Task — The Artificial Analysis leaderboard puts K3 in the same band as Opus 4.8 — but at $0.94 per task, the cheap-Chinese-open-model era looks… Mike Perry · 2026-07-17 · 13 min read
• Local LLM in VSCode: The 2026 Setup Guide — How to run a local LLM inside VSCode in 2026 — the extensions, Ollama setup, model picks, and hardware tiers that actually matter for… SpecPicks Editorial · 2026-07-17
• Best Raspberry Pi Alternatives for AI in 2026 — Raspberry Pi 4/5 struggle with on-device AI inference. Compare Jetson Orin Nano, Coral Dev Board, Radxa Rock 5B, and Hailo-8 add-ons for… SpecPicks Editorial · 2026-07-17
• Intel Arc B580 for LLM Inference: What It Can Actually Do — Intel Arc B580's 12GB VRAM and IPEX-LLM/llama.cpp support make it a budget option for local LLM inference — not a datacenter training card. SpecPicks Editorial · 2026-07-17
• Best Handheld Gaming PC Under $200 in 2026 — No Windows-based handheld gaming PC ships under $200 in 2026 — this synthesis breaks down what the sub-$200 market actually delivers… SpecPicks Editorial · 2026-07-17
• Best Raspberry Pi Alternative for Klipper (2025 Guide) — Raspberry Pi still anchors most Klipper setups, but SBCs like the BigTreeTech CB1 and compact x86 boxes are viable hosts too. Here's how… SpecPicks Editorial · 2026-07-17
• CRT vs LCD for Retro Gaming: Which Wins in 2026? — CRT or LCD for retro gaming? A synthesis of input lag, resolution, scanline emulation, and cost data to help you pick the right display. SpecPicks Editorial · 2026-07-17
• xAI Open-Sources Grok-Build: Running Agentic Coding on Your Own GPU — xAI open-sourced Grok-Build, its agentic coding agent. Community quants run on a 12GB RTX 3060 at ~30 tok/s — genuinely usable local… Mike Perry · 2026-07-17 · 10 min read
• Best Budget SSD for a Gaming PC in 2026: Crucial BX500 vs SanDisk vs Samsung 970 EVO Plus — The Crucial BX500 1TB SATA is the cheapest safe pick; the Samsung 970 EVO Plus NVMe is the smart step up. When each choice actually… Mike Perry · 2026-07-17 · 10 min read
• Rescue a Dying Vintage IDE Drive: Imaging Retro Disks with a USB-to-IDE Adapter — Image a dying vintage IDE hard drive with a Unitek USB-to-IDE adapter and ddrescue, then restore to a CompactFlash card for a solid-state… Mike Perry · 2026-07-17 · 10 min read
• Gemma 4 Stealth Update Fixes Tool Calling: What Changes Locally — Gemma 4 got a stealth fix for broken tool calling and truncation — re-pull is mandatory. A 12GB RTX 3060 runs the fixed model comfortably… Mike Perry · 2026-07-17 · 10 min read
• Kimi K3 Nears GPT-5.6 at Half the Cost — And What It Means for Home Rigs — Kimi K3 matches GPT-5.6 quality at roughly half the API cost. Smaller open-weight variants fit on a 12GB RTX 3060 — here's what runs on… Mike Perry · 2026-07-17 · 9 min read
• Stable Diffusion WebUI Forge in 2026: Faster Inference on the RTX 3060 12GB — Stable Diffusion WebUI Forge outperforms vanilla AUTOMATIC1111 on the RTX 3060 12GB and finally lets FLUX-family models fit at usable… Mike Perry · 2026-07-17 · 9 min read
• Asus ROG Xreal R1 Brings 240 Hz to AR Glasses — What PC Gamers Should Know — Asus announced the ROG Xreal R1, the first AR glasses at 240 Hz refresh. What actually changes for competitive PC gamers, and what to pair… Mike Perry · 2026-07-17 · 9 min read
• IPEX-LLM Ollama Update 2026: What's New for Intel GPU Rigs — The latest IPEX-LLM release refines Ollama's Intel GPU backend, widening Arc and Data Center GPU Max support and clarifying quantization… SpecPicks Editorial · 2026-07-17
• RTX 5090 AI Build 2026: Full Parts List & VRAM Sizing — A synthesis-based guide to sizing CPU, RAM, PSU, and storage around the RTX 5090's 32GB of VRAM for local AI inference and model-training… SpecPicks Editorial · 2026-07-17
• Intel Arc Pro B60 AI Performance: 24GB VRAM Explained — Intel's Arc Pro B60 packs 24GB of VRAM and Xe2 AI acceleration into a workstation GPU built for local LLM inference — here's what the… SpecPicks Editorial · 2026-07-16
• Intel Arc Pro B60 AI: 24GB VRAM for Local LLMs in 2026 — Intel's Arc Pro B60 pairs Xe2 architecture with 24GB (48GB dual-GPU) VRAM for local LLM inference. Here's what public specs and coverage… SpecPicks Editorial · 2026-07-16
• Best Cooler for the Ryzen 7 5800X: Noctua NH-U12S vs ML240L — Noctua NH-U12S vs Cooler Master ML240L on a hot-running Ryzen 7 5800X. Real load temps, noise, longevity, and a per-scenario pick. Mike Perry · 2026-07-16 · 9 min read
• Add NVMe Boot and Active Cooling to a Raspberry Pi 5 in 2026 — Add NVMe boot and Active Cooling to a Pi 5 in 2026. Parts list, install steps, real throughput deltas vs microSD, and the pitfalls to avoid. Mike Perry · 2026-07-16 · 10 min read
• CompactFlash-to-IDE Boot Drive: The Silent Win98 Build Upgrade — Swap a 90s IDE HDD for a CompactFlash boot drive on Win98. Parts list, install steps, real boot-time deltas, and the pitfalls that void… Mike Perry · 2026-07-16 · 10 min read
• RTX 3060 12GB vs Arc B580 for 1080p Gaming: Which Wins? — Arc B580 vs RTX 3060 12GB at 1080p high/ultra: real FPS across modern AAA and esports, ray-tracing verdict, driver-maturity caveat, price… Mike Perry · 2026-07-16 · 10 min read
• Raspberry Pi 5 IOMMU Driver Lands for the Mainline Linux Kernel — The Pi 5 IOMMU driver just landed in mainline Linux. What it enables — VFIO, KVM device passthrough, DPDK — and who should actually care. Mike Perry · 2026-07-16 · 10 min read
• Thinking Machines Drops Inkling, a 975B Open Model Leading US Labs — Thinking Machines' Inkling is a 975B MoE, open weights, tops the intelligence index. What it takes to self-host it, and what to run on a… Mike Perry · 2026-07-16 · 10 min read
• vLLM 0.21 Adds Intel GPU Support: What It Means for Budget AI Rigs — vLLM 0.21 XPU turns a budget Arc rig into a 15-user shared inference host. Here is what changed, how it stacks against Ollama, and who… Mike Perry · 2026-07-16 · 10 min read
• Intel Arc B580 vs RTX 3060 12GB for Local LLMs in 2026 — Arc B580 wins raw bandwidth and price. RTX 3060 12GB wins software maturity and CUDA. Real tok/s numbers, per-quant breakdown, and a… Mike Perry · 2026-07-16 · 10 min read
• Can You Run Kimi K3 Locally? VRAM Math for the New Open Model — Kimi K3 needs ~500GB VRAM at q4 for real throughput. Here is what a 12GB RTX 3060 can actually do with it, and where the API wins outright. Mike Perry · 2026-07-16 · 11 min read
• KOORUI 27-inch 4K QD-Mini LED: A Budget HDR Gaming Monitor? — The KOORUI 27-inch 4K QD-Mini LED delivers HDR-1400 and 320Hz dual-mode at $499. Where it wins, where the panel lottery bites, and who… Mike Perry · 2026-07-16 · 10 min read
• Zero-CPU-Overhead OV7725 Camera Streaming on RP2350 — How RP2350's PIO and DMA blocks let an OV7725 sensor stream frames without touching the CPU, and what the 90fps claim really means. SpecPicks Editorial · 2026-07-16
• Minimal Raspberry Pi 5 Case: Friction-Fit 3D Printing Guide — A friction-fit Raspberry Pi 5 case skips screws entirely. This synthesis covers PLA vs. PETG vs. nylon, print settings, and fixes for… SpecPicks Editorial · 2026-07-16
• AMD Ryzen AI Halo Review Roundup: AMD Builds Its Own DGX Spark Rival — AMD's Ryzen AI Halo mini PC targets local-LLM developers with 128GB unified memory and an open-source ROCm stack. Here's how the reviews… Mike Perry · 2026-07-16 · 10 min read
• Jensen Huang Heads to Tokyo as Sega's 1996 Bet on Nvidia Is Remembered — Sega's mid-1990s $5M investment in a struggling Nvidia is trending again as Jensen Huang lands in Tokyo. Here's what actually happened… Mike Perry · 2026-07-16 · 10 min read
• Best Force-Feedback Racing Wheel for PC in 2026: G29 vs HORI vs Thrustmaster — Best force-feedback racing wheel for PC in 2026: Logitech G29, HORI DLX and Thrustmaster options compared, plus what pedals and shifter to… Mike Perry · 2026-07-16 · 11 min read
• Best Mini PC for Local LLMs in 2026: Ryzen AI Halo vs a DIY 3060 Box — Best mini PC for local LLMs in 2026 — Ryzen AI Halo unified memory vs a DIY Ryzen 5 5600G plus RTX 3060 box, compared for real workloads. Mike Perry · 2026-07-16 · 10 min read
• CRT Monitor vs TV for Retro Gaming: Which Actually Looks Right? — CRT vs modern TV for retro gaming: which display setup actually looks right for NES, SNES, Genesis, N64 and PS1 in 2026. Mike Perry · 2026-07-16 · 10 min read
• RetroPie Handheld Shells in 2026: Pick the Right Pi for Your DIY Handheld — The best RetroPie handheld shells in 2026: Pi Zero 2 W vs Pi 4 vs Pi 5, matched to the shell, screen and battery you actually want. Mike Perry · 2026-07-16 · 10 min read
• Best Raspberry Pi Alternative for Klipper in 2026 (and When the Pi Still Wins) — Best Raspberry Pi alternatives for Klipper in 2026: Orange Pi 5, Radxa Rock 5B, MKS PI, and when the Pi 4 still wins the job. Mike Perry · 2026-07-16 · 10 min read
• llama.cpp vs Ollama vs vLLM on a 12GB RTX 3060: Which Wins in 2026? — llama.cpp, Ollama and vLLM head-to-head on a 12GB RTX 3060 — which local-LLM runtime wins for single-user inference in 2026. Mike Perry · 2026-07-16 · 9 min read
• RTX 5090 AI Build Guide: CPU, RAM, PSU & Cooling for Local Inference — The full parts list for an RTX 5090 AI build: CPU pairing, PSU headroom, DDR5 capacity and AIO cooling for local inference in 2026. Mike Perry · 2026-07-16 · 11 min read
• Run Qwen 3.6 27B Locally: VRAM, Quant & tok/s on a 12GB RTX 3060 — Can a 12GB RTX 3060 really run Qwen 3.6 27B? Numbers on VRAM, quantization and CPU offload for the mainstream local-LLM rig. Mike Perry · 2026-07-16 · 11 min read
• Best Streaming Kit for New Creators in 2026 — A great stream is 80% audio and lighting, not camera. Here's the 2026 kit — mic, headset, light, camera — that gets new creators past… Mike Perry · 2026-07-16 · 12 min read
• Sega Saved Nvidia in 1996: The NV1 Gamble That Shaped Every GPU — In 1996, Sega quietly bailed out a near-bankrupt Nvidia with a Saturn dev contract. The NV1 architecture failed, but the lifeline built… Mike Perry · 2026-07-16 · 10 min read
• Best NVMe SSD for Local AI Model Storage in 2026 — Model-swap time and library capacity are the two things a local AI SSD needs to nail. Here are 2026's best picks across capacity tiers. Mike Perry · 2026-07-16 · 9 min read
• AMD Ryzen AI Mini PC vs a DIY RTX 3060 Build for Local LLMs — Ryzen AI mini PCs promise turnkey local inference, but a DIY RTX 3060 12GB build still wins on tokens-per-dollar and future upgrade… Mike Perry · 2026-07-16 · 12 min read
• BOSGAME VTA-439: A Linux-Friendly Ryzen AI Mini PC — The BOSGAME VTA-439 is one of the first Ryzen AI mini PCs positioned specifically for Linux-first buyers who want unified memory for local… Mike Perry · 2026-07-16 · 10 min read
• Intel Arc Pro B60 vs RTX 3060 12GB for Local LLM — Public benchmarks put the Arc Pro B60 and RTX 3060 12GB on similar VRAM budgets, but CUDA maturity and used-market pricing still favor the… Mike Perry · 2026-07-16 · 11 min read
• Gemma 4 Tool-Calling Fix: Re-test Function Calls Locally — Gemma 4's mid-2026 tool-calling patch fixes JSON emission on longer prompts. Here's the re-test playbook on RTX 3060 12GB with llama.cpp… Mike Perry · 2026-07-16 · 10 min read
• Run Qwen 3.6 27B Locally: What Fits on 12GB in 2026 — Qwen 3.6 27B runs on a 12GB RTX 3060 at q3-q4 quants with a shortened context and partial offload — here's the VRAM math and… Mike Perry · 2026-07-16 · 11 min read
• xAI Open-Sources Grok-Build: Can You Run It Locally? — Grok-Build's open weights invite everyone to try local inference, but only the smaller variants realistically fit on a 12GB RTX 3060… Mike Perry · 2026-07-16 · 10 min read
• Best Retro Gaming Console to Buy in 2026 — The plug-and-play SNES Classic and Genesis Mini still lead the retro-console market in 2026 — here's how they rank alongside handhelds and… Mike Perry · 2026-07-16 · 11 min read
• Ex-Sega Engineer Builds a 'Super-Realistic' CRT Emulator — A former Sega engineer just published a CRT emulator that models phosphor decay and scanline geometry more faithfully than any prior open… Mike Perry · 2026-07-16 · 10 min read
• Raspberry Pi 4/5 Wall Mount Case: 3D Printing Guide — How to design and print an arcade-style slide-in wall mount case for the Raspberry Pi 4 and 5, with print settings, mounting steps and… SpecPicks Editorial · 2026-07-16
• AMD Ryzen 7 7700X3D Review: 7800X3D's OEM-Only Rival — AMD's Ryzen 7 7700X3D trades V-Cache and clock headroom for a lower price than the 7800X3D — but it's OEM-only. Here's what that tradeoff… SpecPicks Editorial · 2026-07-16
• Datacenter GPU in a Gaming PC for £200: Is It Worth It? — A used AMD Instinct MI210 costs around £200 in 2026 — can datacenter compute translate to gaming frames? Public benchmarks and community… SpecPicks Editorial · 2026-07-16
• Turn a Raspberry Pi Pico W Into a Driverless USB WiFi Adapter — The Pico W's RP2040 USB stack and CYW43439 radio combine to create a driver-free USB WiFi adapter that Windows, macOS, and Linux recognize… SpecPicks Editorial · 2026-07-16
• LG UltraGear 52G930B 52-Inch 5K Gaming Monitor Review — The LG UltraGear 52G930B pairs 5120×2880 resolution with 144Hz in a 52-inch OLED panel—an extreme combination that demands equally extreme… SpecPicks Editorial · 2026-07-15
• Data Center CPU Demand Surge: AI Agents and the GPU Ratio Shift — AI agents are driving record data center CPU demand. Why the CPU-to-GPU ratio is now a critical design parameter for hyperscaler AI… SpecPicks Editorial · 2026-07-15
• Best Controller for PC Gaming in 2026: GameSir G7 SE vs DualSense vs HORI — Which controller wins for PC gaming in 2026? GameSir G7 SE, DualSense, and HORI HORIPAD compared on sticks, latency, PC compatibility, and… Mike Perry · 2026-07-15 · 11 min read
• SNES Classic vs Sega Genesis Mini vs Raspberry Pi RetroPie: Best Plug-and-Play Retro Gaming in 2026 — SNES Classic and Genesis Mini give turnkey nostalgia. RetroPie gives breadth. Here is how they compare in 2026 across games, controllers… Mike Perry · 2026-07-15 · 13 min read
• Build a Period-Correct Windows 98 Gaming PC with CompactFlash Storage in 2026 — CompactFlash speaks IDE natively, so a Transcend CF133 in a passive adapter makes a silent, cloneable Windows 98 boot drive. Full 2026… Mike Perry · 2026-07-15 · 11 min read
• Build a Raspberry Pi 4 AirPlay Receiver in 2026: Full Walkthrough — A Raspberry Pi 4 8GB plus Shairport Sync makes an AirPlay receiver for any speaker set. Full 2026 walkthrough with BOM, config, and… Mike Perry · 2026-07-15 · 11 min read
• Best SSD for Gaming and Everyday Builds in 2026 — The best SSD for gaming in 2026 depends on whether you are capacity-bound or speed-bound. Picks for boot, library, and budget — plus the… Mike Perry · 2026-07-15 · 11 min read
• GPT-5.6 Sol Reportedly Cracks a 30-Year Statistics Conjecture in 90 Minutes — GPT-5.6 Sol reportedly disproved a 30-year statistics conjecture in 90 minutes. Here is what the claim covers, what to verify, and what… Mike Perry · 2026-07-15 · 11 min read
• A DIY Wireless Fingerprint Authorization Device Turns Heads on Hackaday — Hackaday spotlighted a DIY wireless fingerprint device that runs locally on a Pi. Here is what the build takes to replicate — parts… Mike Perry · 2026-07-15 · 11 min read
• Best Budget GPU for Local LLMs Under $300 in 2026: Why the RTX 3060 12GB Still Wins — Under $300 for a local-LLM GPU in 2026, the RTX 3060 12GB is still the pick. Here is the VRAM math and the parts list for a full… Mike Perry · 2026-07-15 · 14 min read
• Ryzen 7 5700X vs 5800X for a 2026 Gaming Build: Which AM4 Chip Wins? — The Ryzen 7 5700X and 5800X share a die but differ on clocks, TDP, and cooler cost. For 2026 gaming builds, here is which one to pick and… Mike Perry · 2026-07-15 · 10 min read
• Is the KOORUI 27-Inch 4K QD-Mini LED a Good Match for an RTX 3060? — The KOORUI 27" 4K QD-Mini LED is a strong panel — but a 12GB RTX 3060 cannot feed native 4K high-refresh in modern AAA. Here is when the… Mike Perry · 2026-07-15 · 10 min read
• Stable Diffusion WebUI Forge on an RTX 3060 12GB: Setup and Real Throughput — Forge, xformers, and a 12GB RTX 3060 land in a sweet spot for SDXL. Here is the install, the real throughput numbers, and the flags that… Mike Perry · 2026-07-15 · 10 min read
• OpenAI Now Uses AI to Red-Team Its Own Models: What It Means for Local Setups — OpenAI is red-teaming with its own models. Local operators can run the same pipeline on a 12GB RTX 3060 for 7B-13B targets — here is the… Mike Perry · 2026-07-15 · 10 min read
• Inkling: The New US Open-Weights Leader — Can You Run It Locally? — Inkling launches as a US open-weights model. Here is what fits on a 12GB RTX 3060 at each parameter tier, plus the pairings that keep the… Mike Perry · 2026-07-15 · 10 min read
• Can a 12GB RTX 3060 Run Bonsai 27B, the New Open Reasoning Model? — Bonsai 27B lands as an open reasoning model small enough for constrained hardware. Here is what a 12GB RTX 3060 can and cannot run, quant… Mike Perry · 2026-07-15 · 10 min read
• ASRock Phantom Gaming vs Steel Legend 360 LCD Review — A synthesis of public coverage on ASRock's Phantom Gaming and Steel Legend 360 LCD AIOs — comparing design, LCD panel features, and… SpecPicks Editorial · 2026-07-15
• Intel Bartlett Lake vs i9-13900K: More Cores, Fewer Frames — Intel's Core 9 273PQE packs more P-cores than the i9-13900K yet trails the four-year-old Raptor Lake flagship in gaming. Public analysis… SpecPicks Editorial · 2026-07-15
• Pi Pico Puts Bluetooth Keyboards on the I2C Bus — Pi Pico W bridges Bluetooth HID keyboards to I2C: a synthesis of PIO architecture, firmware options, and real-world maker project… SpecPicks Editorial · 2026-07-15
• Cheap 80s Keyboard Gets a Modern Brain Upgrade — A $7 Raspberry Pi Pico and open-source QMK firmware can transform a 30-year-old keyboard into a programmable, RGB-capable modern… SpecPicks Editorial · 2026-07-15
• Dump and Archive Your Retro PC's IDE Drives in 2026: A USB Adapter Workflow — Dump and archive your retro PC's IDE hard drives in 2026 using a Unitek USB adapter and ddrescue — plus a CompactFlash boot replacement… Mike Perry · 2026-07-15 · 13 min read
• Best 4K Monitor for the PS4 Pro and PS5 in 2026 (Value Pick) — The best value 4K monitor for a PS4 Pro or PS5 in 2026, with the panel specs that actually matter for console gaming — HDMI, HDR, VRR and… Mike Perry · 2026-07-15 · 12 min read
• Ryzen 5 5600G vs Ryzen 7 5700X: Best CPU for a First Gaming PC in 2026 — The Ryzen 5 5600G vs Ryzen 7 5700X call for a first gaming PC in 2026 — iGPU frame rates, GPU-paired numbers, and a clear verdict matrix. Mike Perry · 2026-07-15 · 12 min read
• Best Budget GPU for Local Stable Diffusion and ComfyUI in 2026 — Why the RTX 3060 12 GB is still the best budget GPU for local Stable Diffusion and ComfyUI in 2026 — with SD 1.5, SDXL and Flux numbers. Mike Perry · 2026-07-15 · 12 min read
• Retro Nintendo Switch 2 Dock Channels the N64 and Holds Six Game Cards — A retro Switch 2 dock styled like the N64 stores six Game Cards — what it means, and the plug-and-play retro consoles worth buying in 2026. Mike Perry · 2026-07-15 · 17 min read
• The Best Raspberry Pi Projects for Students in 2026 (With a Real Parts List) — The best Raspberry Pi projects for students in 2026 — with a real parts list built around a Pi 4 8 GB and a Pi Zero W starter kit. Mike Perry · 2026-07-15 · 11 min read
• Build a Raspberry Pi Zero Cyberdeck in 2026: Parts, Wiring and a Working BOM — Parts, wiring and a real BOM for a 2026 Raspberry Pi Zero cyberdeck build — plus when to jump to a Pi 4 8 GB variant instead. Mike Perry · 2026-07-15 · 14 min read
• Set Up a Local LLM Coding Assistant in VS Code on an RTX 3060 12GB (2026) — Step-by-step guide to running a local LLM coding assistant in VS Code on an RTX 3060 12 GB in 2026 — models, extensions, and honest… Mike Perry · 2026-07-15 · 12 min read
• Local LLM vs Claude in 2026: What an RTX 3060 12GB Rig Actually Replaces — Where a local RTX 3060 12 GB LLM rig actually replaces Claude in 2026 — model tiers, real cost break-even math, and the tasks each side… Mike Perry · 2026-07-15 · 11 min read
• OpenAI Codex Now Encrypts Agent-to-Agent Instructions: The Case for Local, Auditable Agents — OpenAI Codex encrypts agent-to-agent instructions in 2026 — this walks the case, and the reference build, for a fully auditable local… Mike Perry · 2026-07-15 · 13 min read
• Qwen-Audio-3.0-TTS-Plus Tops the Speech Arena: Run It Locally on an RTX 3060? — Qwen-Audio-3.0-TTS-Plus tops the Artificial Analysis Speech Arena — here is what it takes to run it locally on a 12 GB RTX 3060. Mike Perry · 2026-07-15 · 11 min read
• Ryzen 7 5800X3D Hard to Find: DDR5 CPU Alternatives Worth It? — The Ryzen 7 5800X3D is scarce and overpriced on the secondary market. Here's how AM5 DDR5 alternatives and budget AM4 picks compare for… SpecPicks Editorial · 2026-07-15
• NVIDIA's AI Servers Run on Hot Tub Coolant — No Evaporators Neede — NVIDIA's newest AI server racks use glycol-based coolant — the same chemistry as hot tubs — eliminating evaporators and simplifying data… SpecPicks Editorial · 2026-07-15
• GPU-Accelerated Autorouter Handles Monstrous PCB Designs — GPU-accelerated autorouters are changing complex PCB design. Here's what hardware and tools to evaluate for large, high-layer-count board… SpecPicks Editorial · 2026-07-15
• Alienware Area-51 RTX 5090 Gets $2,580 Off — Worth It? — A $2,580 markdown on the Alienware Area-51 RTX 5090 with 24-core CPU and 64GB DDR5 reshapes the prebuilt value case for 4K gaming in 2026. SpecPicks Editorial · 2026-07-15
• Benchmarking Asus Tablet Repairability Scores 2026 — iFixit repairability scores for Asus tablets in 2026: methodology breakdown, where the lineup lands vs. competitors, and key DIY repair… SpecPicks Editorial · 2026-07-15
• AMD Ryzen AI Halo Mini PC: Open-Source Power Analyzed — AMD Ryzen AI Halo brings Zen CPU power, RDNA integrated graphics, and NPU inference to a mini PC form factor with fully open-source Linux… SpecPicks Editorial · 2026-07-15
• Mount a 90s Big-Box CD-ROM ISO on Win98 Without a CD Drive — Skip the failing optical drive on your Pentium-era rig. Here's the CompactFlash-on-IDE workflow for mounting CD ISOs under Windows 98. Mike Perry · 2026-07-15 · 11 min read
• Best Cooler for the Ryzen 7 5800X: Noctua NH-U12S vs Cooler Master ML240L — Noctua NH-U12S vs Cooler Master ML240L on the Ryzen 7 5800X — the temperature deltas, boost-clock math, and the right pick per workload. Mike Perry · 2026-07-15 · 11 min read
• Best SSD for a Local-LLM Rig in 2026: NVMe vs SATA — An NVMe drive speeds up local-LLM cold starts by 3-5x; after that, storage is irrelevant. The two-drive setup that actually works. Mike Perry · 2026-07-15 · 11 min read
• Pi Pico Puts Bluetooth Keyboards on the I2C Bus — A Pi Pico project bridges a Bluetooth keyboard to any I2C host — retro machines, MCUs, and SBCs that lack a USB-HID stack. Mike Perry · 2026-07-15 · 10 min read
• DeepSeek Seeks More Cash Weeks After $7B Round — DeepSeek is reportedly seeking more capital weeks after its $7B raise. Here's what it signals for the pace of new open-weight releases. Mike Perry · 2026-07-15 · 10 min read
• Ollama on the RTX 3060 12GB: Model Sizes and tok/s for 2026 — A practical map of every Ollama model that fits on the 12GB RTX 3060 in 2026 — with real steady-state tok/s numbers per quant. Mike Perry · 2026-07-15 · 11 min read
• Can You Run Local TTS on an RTX 3060 12GB in 2026? — Every mainstream open TTS model — Piper, Kokoro, XTTS-v2, Parler-TTS — fits in the RTX 3060 12GB with room to spare. Here's what's fast. Mike Perry · 2026-07-15 · 11 min read
• RTX 5060 vs RTX 3060 12GB for Local LLMs in 2026 — The RTX 5060 is faster on paper, but its 8GB of VRAM offloads any 13B+ model. Here's why the RTX 3060 12GB still wins the local-LLM fight. Mike Perry · 2026-07-15 · 13 min read
• BOSGAME VTA-439: AMD Ryzen AI 9 HX 470 Mini PC for Linux — BOSGAME's VTA-439 pairs AMD's Ryzen AI 9 HX 470 with strong Linux driver support, making it a standout mini PC for homelab, AI inference… SpecPicks Editorial · 2026-07-15
• GPU & CPU Upgrade ROI: Cost-per-FPS Calculator Guide — A structured methodology for calculating GPU and CPU upgrade ROI using performance delta, cost-per-FPS, and net upgrade cost — with 2026… SpecPicks Editorial · 2026-07-15
• Started a Homelab a Month Ago: Am I Doing It Right? — One month in? Here's how r/homelab community wisdom and public hardware benchmarks define 'doing it right' — covering CPU, storage… SpecPicks Editorial · 2026-07-14
• Steam Deck LCD Battery Swollen: Diagnosis & Safe Fix Guide — Steam Deck LCD battery swelling explained: spot physical signs, understand why SteamOS health tools can lag behind, and find safe… SpecPicks Editorial · 2026-07-14
• Using an LLM to Fix Win98 Voodoo & TNT Driver Installs — Local LLMs are surprisingly good at diagnosing Voodoo, TNT2 and Windows 98 driver install conflicts. Worked examples and gotchas. Mike Perry · 2026-07-14 · 9 min read
• Can a Raspberry Pi 4 8GB Run Local LLMs in 2026? — Small 1-3B models run at 1-5 tok/s on a Pi 4 8GB — usable for narrow offline tasks. Interactive chat needs a bigger box. Mike Perry · 2026-07-14 · 9 min read
• Started a Homelab a Month Ago — Is a Ryzen 5 5600G Enough? — A first-month homelab with a Ryzen 5 5600G runs Jellyfin, Home Assistant, and 10+ containers with real headroom. Where it strains. Mike Perry · 2026-07-14 · 9 min read
• Best CPU Coolers for AMD Ryzen in 2026: 5 Picks Ranked — Five ranked AMD Ryzen CPU coolers from a $36 air tower to a 420mm AIO, with thermal charts and pairing guidance for 2026 builds. Mike Perry · 2026-07-14 · 10 min read
• KOORUI vs Samsung Odyssey: Best 27" 4K Gaming Monitor? — KOORUI's mini-LED HDR versus Samsung's panel consistency at $490-500. Which 27-inch 4K gaming monitor wins your desk in 2026. Mike Perry · 2026-07-14 · 9 min read
• This DIY 'Steam Controller Puck' Emulates Xbox, Switch & PS Pads — A DIY ESP32-based puck lets one controller present as Xbox, Switch or DualSense — build details, latency, and compatibility. Mike Perry · 2026-07-14 · 9 min read
• How Many CPU Cores Does a Local-LLM Rig Actually Need? — Six cores handles GPU-resident chat; eight cores earn their keep on prefill and CPU offload. Real numbers and pairings for AM4/AM5. Mike Perry · 2026-07-14 · 10 min read
• AMD Ryzen AI Halo ($4K) vs a DIY RTX 3060 Local-LLM Rig — The $4K Ryzen AI Halo unified-memory box vs a $700 DIY RTX 3060 12GB rig for local LLMs — spec deltas, benchmark tables, and a verdict. Mike Perry · 2026-07-14 · 10 min read
• Best Performance-per-Dollar Hardware Rankings 2026 — Public benchmark data from TechPowerUp, PassMark, and Tom's Hardware reveals which GPUs and CPUs deliver the best performance-per-dollar… SpecPicks Editorial · 2026-07-14
• Beyond LLMs: How Agent Logic Scales Enterprise AI — Agent logic—task decomposition, tool routing, and state persistence—solves the cost and reliability gaps that stall enterprise LLM… SpecPicks Editorial · 2026-07-14
• Bilingual Voice Agents: Frontier ASR on Code-Switched Speech — Whether frontier ASR can handle bilingual customers who code-switch mid-sentence: published benchmarks, deployment patterns, and hardware… SpecPicks Editorial · 2026-07-14
• CPU Cooler Bracket Fix: How to Secure Your CPU When It Fails — When a CPU cooler bracket snaps or goes missing, safe options range from manufacturer replacement kits to 3D-printed parts — no adhesives… SpecPicks Editorial · 2026-07-14
• Retro Console Mods in Canada: 2026 Legal & Hardware Guide — Canadian retro console modding in 2026: Copyright Act legal basics, popular hardware upgrades for N64, SNES, and PS1, plus community… SpecPicks Editorial · 2026-07-14
• Razer Blade 16 (2026) Review: Gaming Performance and Endurance — Razer Blade 16 (2026) synthesized from published reviews: RTX 50-series gaming, dual vapor chamber thermals, and class-leading battery… SpecPicks Editorial · 2026-07-14
• MicroPython Now Runs on the Super Nintendo — Here's What That Means — A new MicroPython port targets the Super Nintendo's 65816 CPU — the same chip that ran Super Mario World. It's slow and constrained, but… Mike Perry · 2026-07-14 · 3 min read
• This Retro Switch 2 Dock Looks Exactly Like an N64 — and Holds Six Cards — A new third-party Switch 2 dock has surfaced with an N64-shaped base that stores six cartridges. Here's what it is, why the accessory… Mike Perry · 2026-07-14 · 3 min read
• Turtle Beach Recon 50 in 2026: Is the $40 Gaming Headset Still Worth It? — The Turtle Beach Recon 50 is still worth $30-40 in 2026 for casual PC and console gaming, but only just. Detachable mic, 40mm drivers, and… Mike Perry · 2026-07-14 · 8 min read
• The $5M Sega Bet That Saved Nvidia — and Still Shapes GPU Launches — In 1996 Sega wrote Nvidia a $5M check that kept the company alive through the NV1 flop. That reprieve produced the RIVA 128, TNT, GeForce… Mike Perry · 2026-07-14 · 8 min read
• Build a Jellyfin Media Server on a Raspberry Pi 4 8GB: Measured Perf — A Raspberry Pi 4 8GB runs Jellyfin cleanly for direct-play 1080p to 2-3 clients. Software transcoding is not viable. Full storage… Mike Perry · 2026-07-14 · 8 min read
• Raspberry Pi 4 8GB vs Pi 5 for a 2026 Homelab: Is the Pi 4 Still Worth It? — The Raspberry Pi 4 8GB is still worth it for a low-power 2026 homelab: 30-50% cheaper, half the wattage, and enough for Home Assistant… Mike Perry · 2026-07-14 · 9 min read
• Local Video-Gen on 12GB: What an RTX 3060 Does in the Gemini Omni Flash Era — Local text-to-video on a 12GB RTX 3060 is real in 2026, but slow: expect 60-180 seconds per 4-second clip at 512p. Full quant matrix, CPU… Mike Perry · 2026-07-14 · 8 min read
• Run Soofi S 30B Locally: What a 12GB RTX 3060 Can Actually Do — A 12GB RTX 3060 can run Soofi S 30B, but only with q3 quantization and CPU offload. Expect 4-8 tok/s and plan for a fast NVMe. Full… Mike Perry · 2026-07-14 · 9 min read
• Best GPU for Local LLM in 2026: VRAM Is Everything — Choosing the best GPU for local LLM inference in 2026 hinges on VRAM capacity above all else. This synthesis covers top picks from RTX… SpecPicks Editorial · 2026-07-14
• Free Retro Game Emulators: Best Picks for 2026 — A guide to the top free retro game emulators for 2026, covering RetroArch, Dolphin, PCSX2, RPCS3, Cemu, and PPSSPP — with AMD GPU… SpecPicks Editorial · 2026-07-14
• Best AMD CPUs for Gaming in 2026: Top Ryzen Picks — Synthesis of public AMD CPU benchmarks for 2026 gaming builds: from the Ryzen 7 9800X3D to budget Zen 5 picks, matched to resolutions and… SpecPicks Editorial · 2026-07-14
• Best CPU for Gaming 2026: Price-to-Performance Guide — Public benchmarks identify 2026's best gaming CPUs by price tier — from budget Ryzen 5 picks to high-end 3D V-Cache chips — with AMD vs… SpecPicks Editorial · 2026-07-14
• Crucial BX500 vs SanDisk SSD Plus vs WD Blue: Best Budget SATA SSD for a Boot Drive — Crucial BX500 vs SanDisk SSD Plus vs WD Blue for a boot drive: which 2.5-inch budget SATA SSD to buy in 2026, and when to spend more. Mike Perry · 2026-07-14 · 13 min read
• Best Mac for AI & LLM Workloads in 2026 — Apple Silicon's unified memory architecture makes Macs uniquely capable for local LLM inference. Here's how to choose the right Mac for… SpecPicks Editorial · 2026-07-14
• Best Gaming PC Build 2026: 4K Ray Tracing Guide — Component-by-component guide to the best gaming PC builds for 2026, covering RTX 5090, Ryzen 9000X3D, DDR5, and PCIe 5.0 NVMe across three… SpecPicks Editorial · 2026-07-14
• Build a Raspberry Pi Retro Handheld in 2026: Parts and Setup — Complete guide to building a Raspberry Pi retro handheld in 2026 — case options, controller picks, Batocera setup, and battery life… Mike Perry · 2026-07-14 · 10 min read
• Build a Low-Power Pi Home Server with NVMe in 2026 — Complete build guide for a Raspberry Pi 5 home server with NVMe boot, USB SATA bulk storage, and 5-8W idle draw — enough to host Pi-hole… Mike Perry · 2026-07-14 · 10 min read
• Moving Files On and Off a Retro PC: CompactFlash + IDE-to-USB — Skip the floppy drive: use a CompactFlash-to-IDE adapter and an IDE-to-USB bridge to move files between modern PCs and vintage machines… Mike Perry · 2026-07-14 · 9 min read
• Raspberry Pi 5 IOMMU Driver Heads to the Mainline Linux Kernel — The Raspberry Pi 5's IOMMU driver was accepted into the mainline Linux kernel this month, unlocking safe device passthrough and hardware… Mike Perry · 2026-07-14 · 9 min read
• Anthropic Extends Free Fable 5 as GPT-5.6 Sol Heats Pricing War — Anthropic extended its Fable 5 free tier through Q3 2026 as OpenAI's GPT-5.6 Sol pricing sharpened the frontier pricing war — the… Mike Perry · 2026-07-14 · 9 min read
• Best Budget Gaming PC Parts in 2026: A Ryzen + RTX 3060 Build — Complete parts list for a 2026 budget gaming PC around the RTX 3060 12GB and Ryzen 5 5600G, with real 1440p gaming FPS and upgrade paths. Mike Perry · 2026-07-14 · 10 min read
• Is the RTX 3060 12GB Still Worth It for 1440p Gaming in 2026? — Real 1440p gaming FPS on the RTX 3060 12GB in 2026, plus a clear decision matrix for who should still buy it and who should skip it. Mike Perry · 2026-07-14 · 9 min read
• Ollama vs LM Studio MLX in 2026: Which Local Runner Wins? — Ollama vs LM Studio MLX: throughput, features, and the clean decision rule for choosing a local LLM runner in 2026. Mike Perry · 2026-07-14 · 9 min read
• Local LLM vs Claude in 2026: When On-Device Beats the API — When does an on-device Qwen3 rig beat a Claude API subscription? A cost, quality, latency, and privacy breakdown for 2026. Mike Perry · 2026-07-14 · 10 min read
• Qwen3 Local: RTX 3060 12GB Build vs Mac Mini for Inference — Compare an RTX 3060 12GB budget build against a Mac Mini M4 for running Qwen3 4B-14B locally, with quant matrices, throughput data, and a… Mike Perry · 2026-07-14 · 11 min read
• Best Handheld Gaming PC Under $300 in 2026 — Refurbished Steam Decks and discounted Windows handhelds now hit the sub-$300 mark. Public benchmarks reveal what to expect from each… SpecPicks Editorial · 2026-07-14
• Mac Studio AI Model 2025: Performance vs AMD Alternatives — Apple Silicon unified memory vs AMD discrete GPUs for local LLM inference and Stable Diffusion — a synthesis of public benchmarks and… SpecPicks Editorial · 2026-07-14
• Free Retro Game Emulator Online: 2026 Browser Guide — Browser-based retro emulation in 2026: the best legal platforms, what hardware handles each console generation, and how to avoid unsafe… SpecPicks Editorial · 2026-07-13
• Raspberry Pi Projects for Teens: Best Builds 2026 — From retro gaming consoles to AI cameras and ad blockers, these Raspberry Pi projects build real coding, networking, and electronics… SpecPicks Editorial · 2026-07-13
• Silent SSD-Style Windows 98 Build: CompactFlash Boot + IDE Adapter Workflow — A period-plausible silent Windows 98 build: boot from a Transcend CF card via IDE adapter, avoid FAT/DMA pitfalls, and image the drive… Mike Perry · 2026-07-13 · 20 min read
• Build a Raspberry Pi Zero W Cyberdeck in 2026: BOM + Wiring Guide — Full BOM for a Raspberry Pi Zero W cyberdeck under $90 — display, mini keyboard, LiPo, wiring, headless OS setup, and realistic battery… Mike Perry · 2026-07-13 · 18 min read
• Ollama vs llama.cpp for Single-User Chat on an RTX 3060 12GB (2026) — Ollama wraps llama.cpp — does raw llama.cpp actually run faster on an RTX 3060 12GB? Feature deltas, tok/s, hand-tuning flags, and the… Mike Perry · 2026-07-13 · 19 min read
• Ryzen AI Max+ 395 (Strix Halo) Mini PC vs RTX 3060 12GB for Local LLMs — Strix Halo's huge unified LPDDR5X pool fits 70B models; the RTX 3060 12GB wins on tok/s for 8-13B. Real specs, benchmarks and verdict. Mike Perry · 2026-07-13 · 20 min read
• Best Budget SSD for Gaming and Local-LLM Storage in 2026 — The Samsung 970 EVO Plus NVMe, Crucial BX500 1TB SATA, and SanDisk SSD Plus picks for a budget gaming rig that also stores local LLM models. Mike Perry · 2026-07-13 · 15 min read
• KOORUI 4K QD-Mini LED vs Samsung Odyssey 4K: Best 27-Inch Gaming Monitor? — 27-inch 4K KOORUI QD-Mini LED vs Samsung Odyssey: HDR peak brightness vs motion clarity, spec deltas, GPU pairing, and the verdict for… Mike Perry · 2026-07-13 · 17 min read
• Asus RTX 5060 Hits MSRP for Prime Members — What It Means for Budget Builders — Amazon Prime lists the Asus RTX 5060 near MSRP. How the Blackwell budget card compares to the RTX 3060 12GB for 1080p gaming and local AI. Mike Perry · 2026-07-13 · 15 min read
• Best GPU for Running Llama 3.1 8B Locally on a Budget (2026) — The RTX 3060 12GB is the cheapest GPU that runs Llama 3.1 8B at 40-60 tok/s with 12GB VRAM headroom for context. Full spec + benchmark… Mike Perry · 2026-07-13 · 18 min read
• Sony Will End Physical PlayStation Disc Production in 2028 — Industry reports say Sony plans to end physical PlayStation disc production by 2028. What it means for PS4/PS5 collectors and disc-drive… Mike Perry · 2026-07-13 · 14 min read
• Ollama vs LM Studio vs GPT4All on a 12GB GPU (2026) — Ollama, LM Studio and GPT4All on the same 12GB RTX 3060: feature deltas, tok/s at Q4, VRAM headroom, and which local runner to install… Mike Perry · 2026-07-13 · 16 min read
• Raspberry Pi Projects for College Students: 2026 Guide — Ten synthesised Raspberry Pi builds for college students in 2026 — from smart dorm automation and Jellyfin servers to TFLite ML and ROS 2… SpecPicks Editorial · 2026-07-13
• Intel Arc AI Performance: What Works for Inference in 2026 — Intel Arc GPUs support AI inference via OpenVINO, IPEX, and llama.cpp SYCL — here's how the A770 and B580 compare for LLMs and image… SpecPicks Editorial · 2026-07-13
• Intel Arc AI Inference: 2025 Performance & Setup Guide — Intel Arc A770 and B580 support AI inference via OpenVINO and llama.cpp SYCL — a synthesis of public benchmarks, software setup, and… SpecPicks Editorial · 2026-07-13
• 3D Printed Glow-Spike Bracelet: Adafruit Builder's Guide 2026 — Adafruit's glow-spike bracelet blends TPU spikes with NeoPixels. Community build logs and Adafruit's docs cover print settings, wiring… SpecPicks Editorial · 2026-07-13
• Intel Arc AI Software: oneAPI, OpenVINO & LLM Guide — A guide to Intel's Arc AI software: oneAPI, OpenVINO, and IPEX frameworks for Arc GPU AI workloads, LLM inference, and developer setup in… SpecPicks Editorial · 2026-07-13
• Intel Arc AI Training in 2026: What Workloads Actually Work — Intel Arc A770 and B580 support PyTorch training via oneAPI and IPEX. Here is which workloads run, what the VRAM limits mean, and how Arc… SpecPicks Editorial · 2026-07-13
• Intel Arc AI Image Generator: 2025 Setup & Performance Guide — Intel Arc GPUs run Stable Diffusion and SDXL via OpenVINO's XMX-optimised pipelines. Here's what public benchmarks and developer docs say… SpecPicks Editorial · 2026-07-13
• Intel Arc LLM Performance: A770, B580 & Pro B60 Guide 2025 — Public benchmarks and community data on Intel Arc A770, B580, and Pro B60 for local LLM inference — VRAM limits, SYCL setup, model… SpecPicks Editorial · 2026-07-13
• Intel Arc LLM Inference: A770 & B580 Guide 2025 — Public benchmarks and community data on running local LLMs with Intel Arc A770 and B580 — VRAM fit, software stack, and cost vs NVIDIA and… SpecPicks Editorial · 2026-07-13
• Intel Arc LLM Support: What Works in 2026 — Intel Arc GPUs support local LLM inference via llama.cpp SYCL, OpenVINO, and IPEX. Here's what works, what doesn't, and which Arc GPU fits… SpecPicks Editorial · 2026-07-13
• Intel Arc B580 LLM Inference: 12GB Battlemage Benchmarks — Public benchmarks and community reports show how Intel's Arc B580 handles 7B–13B LLM inference via OpenVINO and llama.cpp SYCL on 12GB… SpecPicks Editorial · 2026-07-13
• Arc A770 vs B580 for Local LLM Inference: 2025 Comparison — Intel Arc A770's 16 GB VRAM edges out B580's 12 GB for large-model LLM inference; B580's newer Xe2 architecture and lower entry price suit… SpecPicks Editorial · 2026-07-13
• Intel Arc A770 LLM Performance: Local Inference Guide — Intel Arc A770's 16GB GDDR6 gives it unusual VRAM depth for a budget GPU. Here's what community benchmarks and Intel's own tooling show… SpecPicks Editorial · 2026-07-13
• Intel Arc A770 for Local LLMs: 2026 Benchmark Guide — The Intel Arc A770 16GB offers more VRAM than many RTX 4060 builds at a competitive price — here's what community benchmarks reveal about… SpecPicks Editorial · 2026-07-13
• Intel Arc A770 16GB for Local LLMs: 2025–2026 Guide — Public benchmarks and community reports show the Intel Arc A770 16GB's VRAM headroom fits 7B–14B LLMs natively via IPEX-LLM — at a… SpecPicks Editorial · 2026-07-12
• Intel Arc Pro B60 Review 2025: Xe2 Workstation GPU Guide — Intel's Arc Pro B60 brings Xe2 Battlemage architecture and 24GB GDDR6 ECC to the sub-$1,000 workstation GPU tier. Here's how it stacks up… SpecPicks Editorial · 2026-07-12
• Intel Arc Pro B60 Price: Is $999 Worth It in 2025? — Intel Arc Pro B60 debuts at $999 with 24GB GDDR6 on Battlemage silicon — how it stacks up against AMD Radeon Pro W7700 and NVIDIA RTX 4000… SpecPicks Editorial · 2026-07-12
• Intel Arc Pro B60 Gaming Performance: 2025 Benchmarks — Intel Arc Pro B60 gaming benchmarks: how Battlemage's 24 GB workstation GPU compares to RTX 4070 and RX 7700 XT at 1440p and 4K in 2025… SpecPicks Editorial · 2026-07-12
• Intel Arc Pro B60 Gaming Guide: 24GB Battlemage in 2026 — Intel Arc Pro B60 pairs Battlemage's Xe2 architecture with 24 GB GDDR6 — analysis of gaming performance, XeSS 2.0 upscaling, and ray… SpecPicks Editorial · 2026-07-12
• Intel Arc Pro B60 Creator 24GB: Workstation GPU Guide — Intel Arc Pro B60 Creator 24GB brings Xe2 architecture and a 384-bit GDDR6 bus to workstation users — how does it stack up for 3D… SpecPicks Editorial · 2026-07-12
• Intel Arc Pro B60 24GB: AI Workstation GPU Guide 2025 — Intel Arc Pro B60 pairs 24GB GDDR6 with Xe2 matrix engines for AI workstations — LLM inference capacity, oneAPI software stack, and build… SpecPicks Editorial · 2026-07-12
• Intel IPEX-LLM vs Ollama on AMD: AI Rig Guide 2025 — Intel IPEX-LLM optimizes inference on Intel hardware; Ollama runs anywhere. Here's how each fits into a local AI rig—and when AMD makes… SpecPicks Editorial · 2026-07-12
• Imaging Vintage IDE Drives to Preserve 90s Game CDs — How to image a vintage IDE drive safely for preservation: read-only setup, ddrescue, checksums, CompactFlash as a period-correct… Mike Perry · 2026-07-12 · 10 min read
• Oomwoo: An Open-Source Robot Vacuum You 3D-Print Yourself — Oomwoo is a new open-source, 3D-printable robot vacuum that runs locally with no vendor cloud — a real answer to commercial vacuums'… Mike Perry · 2026-07-12 · 9 min read
• Can a Raspberry Pi 4 Run a Local LLM? Ollama tok/s Tested — A Raspberry Pi 4 8GB can run Ollama with tiny models at 3-10 tok/s. A discrete GPU rig delivers 20-40x more throughput at a much higher… Mike Perry · 2026-07-12 · 9 min read
• Build a Silent Pi 4 NVMe Homelab: Cooling, VESA, SSD Boot — A step-by-step silent Raspberry Pi 4 8GB homelab: SSD boot, quiet active cooling, VESA mounting behind a monitor, and a $220 bill of… Mike Perry · 2026-07-12 · 10 min read
• GameSir G7 SE vs DualSense: Best Controller for PC — For most PC gamers the wired GameSir G7 SE with Hall-effect sticks beats the DualSense on drift-resistance, latency, and price. Here's… Mike Perry · 2026-07-12 · 9 min read
• Best SSD for a Local LLM Model Library in 2026: Capacity vs Load Speed — Local LLM model libraries grow fast — three quantizations of four models is already a quarter terabyte. Here's how to split fast and slow… Mike Perry · 2026-07-12 · 10 min read
• Ollama on Intel + AMD via IPEX-LLM: Docker Compose Guide — Run Ollama with IPEX-LLM in Docker Compose: full YAML, device passthrough, benchmark table against a CUDA RTX 3060 rig, and the failure… Mike Perry · 2026-07-12 · 9 min read
• GPT-5.6 Sol Ultra Shipped: Cloud vs Local Coding Rig — GPT-5.6 Sol Ultra pushes frontier cloud coding forward, but a $650 RTX 3060 12GB local rig still breaks even against heavy monthly spend… Mike Perry · 2026-07-12 · 9 min read
• IPEX-LLM + Ollama vs a CUDA RTX 3060 Rig — IPEX-LLM's Ollama build makes Arc a legitimate LLM host. Against a CUDA-native RTX 3060 12GB rig it still trails on setup, throughput, and… Mike Perry · 2026-07-12 · 9 min read
• Arc A770 16GB vs RTX 3060 12GB for Local Llama 3 — The Arc A770 has more VRAM and bandwidth on paper, but for Llama 3 in 2026 the RTX 3060 12GB stays faster and easier — with one 14B-shaped… Mike Perry · 2026-07-12 · 10 min read
• Intel Arc Stable Diffusion Guide: Setup & Benchmarks 2025 — Intel Arc (B580, A770) runs Stable Diffusion via DirectML and IPEX-LLM. Community benchmarks, setup guide, and VRAM optimization tips for… SpecPicks Editorial · 2026-07-12
• Intel Arc Stable Diffusion Benchmark: A770, B580 & B60 (2025) — How Intel Arc A770, B580, and B60 GPUs perform in Stable Diffusion via IPEX and DirectML — community benchmarks, VRAM tradeoffs, and setup… SpecPicks Editorial · 2026-07-12
• Intel Arc Stable Diffusion WebUI: Setup & Performance 2026 — How to configure Stable Diffusion WebUI on Intel Arc GPUs in 2026—DirectML, OpenVINO, and IPEX paths explained with VRAM comparisons and… SpecPicks Editorial · 2026-07-12
• Intel Arc B60 Stable Diffusion: Setup & Benchmarks 2025 — Intel Arc B60 Stable Diffusion setup and performance: how Intel's Battlemage mid-ranger handles SDXL, FLUX.1, and SD 3.x via DirectML… SpecPicks Editorial · 2026-07-12
• Ryzen 5 5600G APU for Local LLM Inference in 2026: What You Can Actually Run — The Ryzen 5 5600G runs a 7B local LLM on its integrated GPU — 4-8 tokens per second. Here's when to build the rig and when to jump to a… Mike Perry · 2026-07-12 · 10 min read
• Build a 2001 GeForce3 + Win98 SE Gaming Rig in 2026: Parts and Gotchas — Build a period-correct 2001 GeForce3 + Windows 98 SE gaming rig in 2026. Parts list, sourcing gotchas, storage workarounds and Win98… Mike Perry · 2026-07-12 · 9 min read
• Intel Arc B50 for Stable Diffusion vs RTX 3060 12GB: Which Wins in 2026 — Intel Arc B50 or RTX 3060 12GB for Stable Diffusion in 2026? A synthesis of public benchmarks and community measurements shows why the… Mike Perry · 2026-07-12 · 10 min read
• New Raspberry Pi 5 Active-Cooler + NVMe VESA Case Lands (3D-Printable) — A new community-designed 3D-printable Raspberry Pi 5 case combines active cooler mount, NVMe HAT slot and VESA brackets — the accessory… Mike Perry · 2026-07-12 · 9 min read
• Muse Spark 1.1 Beats GLM-5.2 at Coding — Does It Change the Local-Rig Question? — Muse Spark 1.1 leads GLM-5.2 on coding benchmarks at 7B — but does the model choice actually change what hardware you should buy? A… Mike Perry · 2026-07-12 · 9 min read
• Best GPU for 1080p Esports in 2026: Why the RTX 3060 12GB Still Wins — The RTX 3060 12GB remains the best 1080p esports GPU in 2026 — 240+ FPS in top competitive titles, generous VRAM, and the cheapest 12GB… Mike Perry · 2026-07-12 · 9 min read
• Build a Retro Emulation Handheld on Raspberry Pi Zero W with RetroPie — Build a portable retro emulation handheld on a $15 Raspberry Pi Zero W running RetroPie for around $70 total. Full parts list, assembly… Mike Perry · 2026-07-12 · 9 min read
• Samsung 27" 1440p 240Hz Gaming Monitor Drops to $169 in 2026 Deal — Samsung's 27" 1440p 240Hz Odyssey monitor hit $169 in a 2026 mid-year sale — the cheapest genuine competitive 1440p high-refresh panel on… Mike Perry · 2026-07-12 · 10 min read
• Sega's $5M Bet Saved Nvidia in 1996 — Jensen Heads to Tokyo — A 1996 Sega licensing check for $5 million bought Nvidia the runway to design the RIVA 128 — the product that saved the company. Jensen's… Mike Perry · 2026-07-12 · 10 min read
• Build a Raspberry Pi 4 NVMe Jellyfin Homelab Box in 2026 — A Raspberry Pi 4 8GB with NVMe storage runs a Jellyfin media server that direct-plays 1080p to 3 clients at ~5W idle. Full build guide and… Mike Perry · 2026-07-12 · 9 min read
• Intel Arc GPU for Stable Diffusion: Setup & Benchmarks — Intel Arc A770 16GB and B580 12GB support Stable Diffusion via IPEX and OpenVINO. Community benchmarks, driver setup, and optimization… SpecPicks Editorial · 2026-07-12
• Intel Arc B50 for Stable Diffusion: Setup & Performance — Intel Arc B50 joins the Battlemage lineup with IPEX and DirectML support for Stable Diffusion. Here's how it handles SDXL, SD 3.x, and… SpecPicks Editorial · 2026-07-12
• Intel Arc for Stable Diffusion: VRAM, Setup & Benchmarks 2025 — Intel Arc B580 and A770 run Stable Diffusion via DirectML and IPEX—community benchmarks reveal VRAM advantages for SDXL workflows and… SpecPicks Editorial · 2026-07-12
• Wooden CPU Cooler: How to Build One and What to Expect — A wooden CPU cooler is a maker aesthetic project. Public build logs and materials science explain what works, what doesn't, and how to… SpecPicks Editorial · 2026-07-12
• Benchmarking Open LLMs for Tool-Use: RTX 3060 12GB vs Ryzen 5800X CPU-Only — A 12GB RTX 3060 or a stock Ryzen 7 5800X — which one can actually run tool-calling local LLMs at usable speeds? Real numbers on prefill… Mike Perry · 2026-07-12 · 16 min read
• KOORUI 4K QD-Mini LED vs Samsung Odyssey 4K: Which 27-Inch Wins? — KOORUI 4K QD-Mini LED vs Samsung Odyssey 4K — HDR, panel tech, dual-mode refresh, and the GPU reality check for 27-inch 4K gaming in 2026. Mike Perry · 2026-07-12 · 10 min read
• CompactFlash as an IDE Drive: Silent, Period-Correct Storage for Win98 Rigs — How to use CompactFlash as an IDE drive in a Win98 or DOS retro PC — passive adapters, True IDE mode, the 137GB barrier, and imaging tips. Mike Perry · 2026-07-12 · 10 min read
• Raspberry Pi Zero W vs Pi 4 for a 2026 Cyberdeck: Which Board Fits? — Pi 4 vs Pi Zero W for a 2026 cyberdeck — compute, battery, ports, and price. Which board fits your specific deck build. Mike Perry · 2026-07-12 · 9 min read
• Best Plug-and-Play Retro & Budget Consoles in 2026: 5 Picks Ranked — Ranked: 5 plug-and-play retro and budget consoles for 2026 — from the SNES Classic and Genesis Mini to used PS4 Pro, PS4 Slim, and Switch… Mike Perry · 2026-07-12 · 10 min read
• Adafruit's 2026 I2S Microphone Guide Brings Real-Time Audio to CircuitPython — Adafruit shipped a CircuitPython I2S microphone guide covering wiring, sample capture, and LED visualization. A Raspberry Pi 4 or Pi Zero… Mike Perry · 2026-07-12 · 10 min read
• Motherboard Sales Fell 33% in 2026: Is DIY PC Building Dying? — Reported motherboard shipments fell about 33% year over year in 2026. Here's what that means for DIY value builders — and why AM4 remains… Mike Perry · 2026-07-12 · 9 min read
• Best Sim Racing Wheel Under $300 in 2026: Force Feedback That's Worth It — Under $300 the Logitech G29 is still the reference sim racing wheel — mature FFB, 900 rotation, bundled three-pedal set, and… Mike Perry · 2026-07-12 · 10 min read
• Best GPU for Local LLMs Under $400 in 2026: Why 12GB Still Wins — The MSI RTX 3060 12GB Ventus 3X remains the best GPU for local LLMs under $400 in 2026. Its 12GB buffer is why — not core count, not… Mike Perry · 2026-07-12 · 9 min read
• llama.cpp vs vLLM for Single-User Local Chat in 2026: Which Backend Fits? — For single-user local chat on a 12GB RTX 3060, llama.cpp wins on VRAM, setup time, and single-stream speed. vLLM's continuous batching… Mike Perry · 2026-07-12 · 10 min read
• Grok 4.5 at $0.31 a Task: When Cheap Cloud Beats a Local Build — Grok 4.5 costs about $0.31 per Intelligence-Index task and $2.49 per agentic task. We compare that to a $900 local rig with real… Mike Perry · 2026-07-12 · 10 min read
• Qwen3.6-27B vs Coder-Next: Local Code Accuracy and VRAM on AMD Rigs — On a 12GB RTX 3060, Coder-Next 14B q4_K_M runs fully in VRAM at 22-28 tok/s. Qwen 3.6 27B q4 wins on hard cases but needs CPU offload… Mike Perry · 2026-07-12 · 9 min read
• Grok 4.5 Tops AutomationBench at 51%: Cloud Score vs Local-Rig Reality — Grok 4.5 tops AutomationBench-AA at 51% and prices Intelligence-Index tasks at about $0.31 each. We walk the cloud-vs-local math for a… Mike Perry · 2026-07-12 · 9 min read
• RTX 3060 12GB vs Intel Arc B580 for 1080p gaming: FPS per dollar (2026) — RTX 3060 12GB vs Intel Arc B580 at 1080p ultra in 2026: modern AAA FPS gap, DX9/DX11 driver overhead, DLSS vs XeSS, and the 2026 value pick. Mike Perry · 2026-07-12 · 10 min read
• Retro PC storage in 2026: CompactFlash-to-IDE vs a SATA SSD for Win98/XP — CompactFlash-to-IDE vs a bridged SATA SSD for Win98/XP: silent, cheap retro-PC storage compared on capacity, DMA modes, and BIOS-detection… Mike Perry · 2026-07-12 · 9 min read
• Best PC Streaming Starter Kit in 2026: 5 Picks — A five-piece PC streaming starter kit under $450: cardioid USB mic, 1080p webcam, ring light, monitoring - no XLR upgrade tax needed. Mike Perry · 2026-07-12 · 10 min read
• GPT-5.6 Sol matches Fable 5 near one-third the cost — GPT-5.6 Sol lands Claude Fable 5 quality at one-third the cost. What that shifts for buyers, self-hosters, and rig builders in 2026. Mike Perry · 2026-07-12 · 10 min read
• Intel Nova Lake-S adds two 22-core gaming-cache SKUs — Intel is copying AMD's X3D playbook with 22-core Nova Lake-S SKUs. Here is why AM4 buyers do not need to wait for the launch calendar. Mike Perry · 2026-07-12 · 9 min read
• Do you need a shifter for sim racing? Logitech G29 + Thrustmaster TH8A — You need a shifter only if you race H-pattern cars. How to add a Thrustmaster TH8A to a Logitech G29 sim rig, step by step. Mike Perry · 2026-07-12 · 9 min read
• Best budget SSD for a gaming PC in 2026: BX500 vs 970 EVO Plus vs SSD Plus — SATA BX500 or NVMe 970 EVO Plus for a budget gaming PC in 2026? Real game load-time deltas, per-GB math, and current 2026 pricing. Mike Perry · 2026-07-12 · 9 min read
• Air vs AIO for the Ryzen 7 5800X: is the Noctua NH-U12S enough? — The Noctua NH-U12S holds a Ryzen 7 5800X under gaming loads. Here is when a 240mm AIO actually earns the extra eighty dollars. Mike Perry · 2026-07-12 · 9 min read
• Intel Arc for Stable Diffusion: ComfyUI + A1111 setup (2026) — Stable Diffusion runs on Arc via IPEX, OpenVINO, or DirectML. SDXL benchmarks vs the RTX 3060 12GB, plus setup steps and common pitfalls. Mike Perry · 2026-07-12 · 9 min read
• Prime Intellect's $130M raise: build your own agent rig — Self-host the same agent stack Prime Intellect sells as managed cloud: RTX 3060 12GB, Ryzen 7 5800X, 32GB RAM, fast NVMe under $900. Mike Perry · 2026-07-12 · 9 min read
• Intel Arc Pro B60 24GB vs RTX 3060 12GB: the VRAM math — The Arc Pro B60 24GB beats an RTX 3060 12GB only when your workload spills VRAM. Here is exactly when that math actually flips over. Mike Perry · 2026-07-12 · 10 min read
• IPEX-LLM + Ollama on Intel Arc vs RTX 3060 12GB (2026) — IPEX-LLM is the Arc GPU backend Ollama needs. Install path, VRAM math, and tok/s vs the RTX 3060 12GB baseline across four cards. Mike Perry · 2026-07-12 · 10 min read
• Does a Gaming Mouse Pad Actually Improve Your Aim? QcK vs Generic — Does a gaming mouse pad actually make you aim better? We tested the SteelSeries QcK against a generic pad across 4,000 shots to find out. Mike Perry · 2026-07-12 · 10 min read
• Best Game Controller for PC and PS5 in 2026 — The five best game controllers for PC and PS5 in 2026, tested for latency, drift resistance, and battery life across DualSense, GameSir… Mike Perry · 2026-07-11 · 11 min read
• Best Budget SSD for Gaming and Boot Drives in 2026 — Five budget SSDs tested for gaming and boot drives in 2026: SATA vs NVMe, capacity per dollar, and which one belongs in your next PC build. Mike Perry · 2026-07-11 · 12 min read
• MSI RTX 3060 12GB in 2026: Still the Right 1080p GPU? — Is the MSI RTX 3060 12GB still a smart 1080p GPU in 2026? Real benchmarks, VRAM story, best AM4 pairing, and where it beats newer 8GB cards. Mike Perry · 2026-07-11 · 10 min read
• Raspberry Pi 4 8GB Cyberdeck Build: A Practical 2026 Parts Guide — Build a Raspberry Pi 4 8GB cyberdeck: boot from a Crucial BX500, plan cooling, pick a display, and land a real portable Linux workstation. Mike Perry · 2026-07-11 · 11 min read
• Build a Pi Zero 2 W Retro Mini-TV: Full Parts List and Setup — Build a compact, low-power Raspberry Pi Zero 2 W mini TV in an afternoon: parts, wiring, software, and honest limits for a 5-inch build. Mike Perry · 2026-07-11 · 10 min read
• Qwen 3.6 27B Matches Sonnet 4.6 on Artificial Analysis Agency — Qwen 3.6 27B has matched Claude Sonnet 4.6 on Artificial Analysis' Agentic Index — a new benchmark high-water mark for locally deployable… SpecPicks Editorial · 2026-07-11
• Top 20 Most Played Steam Deck Games: April 2026 — SteamDeckHQ's April 2026 playtime rankings reveal which titles dominate Valve's handheld by session hours — from farming sims and… SpecPicks Editorial · 2026-07-11
• Apple Sues OpenAI Over Alleged Trade-Secret Theft: What It Means — Apple sues OpenAI over alleged trade-secret theft. What the filing says, what it doesn't, and why local-AI builders are watching closely. Mike Perry · 2026-07-11 · 8 min read
• Best AM4 CPU to Pair With an RTX 3060 12GB in 2026 — For a 3060 12GB build in 2026 the Ryzen 7 5700X is the sensible default — here's when the 5800X or 5600G are the smarter picks. Mike Perry · 2026-07-11 · 10 min read
• Best Budget SSD for PS5 and Steam Download Cache in 2026 — For a Steam library and console backups in 2026 the Crucial BX500 1TB SATA is the best value — here's when to add NVMe and when not to… Mike Perry · 2026-07-11 · 10 min read
• Qwen 3.6 vs Frontier Models on a Local Rig: The Honest Gap — On coding and structured tasks a local Qwen 3.6 27B rig is within ~15 points of frontier — here's where local wins and where the gap is… Mike Perry · 2026-07-11 · 9 min read
• A 4B Local Coding Agent That Hits 87%: Does It Run on a 3060? — A 4B coding model at Q4_K_M fits in ~2.5GB on the RTX 3060 12GB — here's the tok/s, the SSD choice, and when local beats a cloud API bill. Mike Perry · 2026-07-11 · 10 min read
• Qwen 3.6 27B on a 12GB RTX 3060: Which Quant Actually Fits? — Q4_K_M does not fit on a 12GB RTX 3060 — here is the quant matrix that does, the tok/s you should expect, and when a used 3090 is the… Mike Perry · 2026-07-11 · 10 min read
• 1999 Dream Build Reborn: Voodoo3, Pentium III, CF Storage — A period-correct 1999 Voodoo3 + Pentium III build, with modern CompactFlash storage. Parts list, install steps, and 2026 sourcing. Mike Perry · 2026-07-11 · 13 min read
• Best AM4 CPU for Gaming in 2026: 5 Ranked Picks — The five best AM4 CPUs for gaming in 2026, ranked. From the 5800X flagship to the 5500 budget pick — plus cooler and RAM pairing. Mike Perry · 2026-07-11 · 13 min read
• Crucial BX500 vs Samsung 970 EVO Plus: SATA vs NVMe — Should you buy a SATA Crucial BX500 or an NVMe Samsung 970 EVO Plus? Real-world speed, price per GB, and where NVMe actually matters. Mike Perry · 2026-07-11 · 12 min read
• Noctua NH-U12S vs Cooler Master ML240L for Ryzen 5800X — Air or AIO cooler for a Ryzen 7 5800X? Noctua NH-U12S vs Cooler Master ML240L on load temps, noise, reliability, and price. Mike Perry · 2026-07-11 · 13 min read
• Ryzen 7 5800X vs 5700X for 1080p High-Refresh Gaming — Is the Ryzen 7 5800X worth the premium over the 5700X for 1080p high-refresh gaming? Benchmarks, thermals, and the buyer's verdict. Mike Perry · 2026-07-11 · 12 min read
• RTX 3060 12GB vs Intel Arc B580 for Stable Diffusion — RTX 3060 12GB or Intel Arc B580 for Stable Diffusion under $350? VRAM, CUDA vs oneAPI, images/minute, and the buyer's verdict. Mike Perry · 2026-07-11 · 11 min read
• Mystery N64 Cartridge Found in the Woods Boots Up — A weather-worn N64 cart was cleaned, dumped, and booted. What that tells you about cartridge rot, ROM preservation, and modern tools. Mike Perry · 2026-07-11 · 9 min read
• Samsung's 240Hz 1440p Gaming Monitor Drops to $169 — Samsung's 1440p 240Hz gaming monitor drops to $169. Panel specs, GPU pairings, and how it stacks up against 4K/144Hz alternatives. Mike Perry · 2026-07-11 · 8 min read
• Ollama vs llama.cpp for Qwen 3.6 27B on a 12GB RTX 3060 — Ollama or llama.cpp for Qwen 3.6 27B on a 12 GB RTX 3060? Feature and tok/s comparison plus the runner best fit for your workflow. Mike Perry · 2026-07-11 · 12 min read
• Can Local Qwen 3.6 Match Frontier Models at Canvas Code? — Single-file HTML canvas animation is a brutal code benchmark. Can local Qwen 3.6 match frontier models? Here is the answer. Mike Perry · 2026-07-11 · 12 min read
• Qwen 3.6 27B GGUF: BF16 vs Q4_K_M vs Q8_0 Compared — Which Qwen 3.6 27B GGUF quant is worth your VRAM budget? BF16, Q8_0, and Q4_K_M compared with a full q2-fp16 matrix. Mike Perry · 2026-07-11 · 12 min read
• Qwen 3.6 27B at 2x tok/s: Luce DFlash on One RTX 3090 — Luce DFlash speculative decoding roughly doubles Qwen 3.6 27B throughput on a single RTX 3090. Here are the tok/s numbers. Mike Perry · 2026-07-11 · 13 min read
• Qwen 3.6 27B vs Sonnet 4.6: Local Agentic Benchmarks — Qwen 3.6 27B matched Sonnet 4.6 on the Agentic Index as of 2026. See the score, the VRAM, and the cost math for running it locally. Mike Perry · 2026-07-11 · 12 min read
• AMD Ryzen 9 9950X Hitting 98°C While Streaming? — AMD's Ryzen 9 9950X has a 95°C Tjmax — sustained 98°C during streaming means active throttling. Here is what public reviews say about… SpecPicks Editorial · 2026-07-11
• 007 First Light on Steam Deck: Performance & Best Settings — 007 First Light Steam Deck performance guide: synthesis of community reports, optimal settings, and IO Interactive's optimization track… SpecPicks Editorial · 2026-07-11
• Offline Suitcase Robot: Jetson Orin NX SUPER + Gemma 4 E4B — A community builder documented a fully air-gapped suitcase robot on Jetson Orin NX SUPER 16GB with Gemma 4 E4B, 30+ wired sensors, and… SpecPicks Editorial · 2026-07-11
• Local Coding Agents: 87% HumanEval with a 4B-Parameter Model — Fine-tuned 4B-parameter models with agentic scaffolding reach 85–87% pass@1 on HumanEval. Here's the hardware, software stack, and… SpecPicks Editorial · 2026-07-11
• M5 vs DGX Spark vs Strix Halo vs RTX 6000: AI Workload Guide — Apple M5 Max, NVIDIA DGX Spark, AMD Strix Halo, and RTX 6000 Ada compared by memory capacity, power draw, and real AI workload fit — no… SpecPicks Editorial · 2026-07-11
• Razer Soma Chroma Gaming Chair Review: RGB vs. Adjustability — Full Razer Chroma RGB ecosystem sync comes to a gaming chair, but published specs flag limited adjustability versus rivals at the $399.99… SpecPicks Editorial · 2026-07-11
• Solar-Powered Bird Identifier: Raspberry Pi Zero 2W + AI Camera — How makers build solar-powered AI bird identifiers with Raspberry Pi Zero 2W and the AI Camera — hardware specs, power budgets, model… SpecPicks Editorial · 2026-07-11
• Windows XP on Steam Deck: Retro Setup Guide — Running Windows XP on Steam Deck is possible via QEMU VM or PC emulation — here's what community methods show about compatibility… SpecPicks Editorial · 2026-07-11
• Build Your Own Air Quality Monitor: Skip the $300+ Price Tag — NDIR-based DIY air quality monitors deliver commercial-grade CO₂ and PM2.5 readings for under $115 in parts — rivaling units that retail… SpecPicks Editorial · 2026-07-11
• Flux.2-Klein Pipeline: Real-Time Webcam AI at 30 FPS — How the open-source Flux.2-Klein pipeline applies the FLUX diffusion architecture to real-time 1080p webcam streams — GPU selection… SpecPicks Editorial · 2026-07-11
• Prime Intellect Raises $130M to Help Enterprises Build Their Own AI Agents — Prime Intellect raised $130M Series A to help enterprises build their own AI agents. The hardware ripple, from a solo RTX 3060 desk to a… Mike Perry · 2026-07-11 · 8 min read
• Sony to End Physical PlayStation Disc Production by 2028: What It Means for Gamers — Sony is reportedly ending physical PlayStation disc production by 2028. What that means for resale, preservation, and what to buy while… Mike Perry · 2026-07-11 · 8 min read
• Best PC and Console Game Controller in 2026 — The best PC and console controller in 2026 is still the DualSense. Here’s the value pick, the fighting-game pick, and the full comparison. Mike Perry · 2026-07-11 · 10 min read
• Imaging Vintage IDE Drives in 2026: The Retro-PC Backup Workflow — How to image a vintage IDE drive with a modern USB adapter and ddrescue, then migrate to CompactFlash for silent, reliable retro-PC storage. Mike Perry · 2026-07-11 · 10 min read
• Build a Low-Power Jellyfin Server on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8 GB with an SSD boot makes a whisper-quiet always-on Jellyfin server — here’s the build, storage plan, and honest… Mike Perry · 2026-07-11 · 9 min read
• KOORUI 27" QD-Mini LED vs Samsung Odyssey 27" 4K: Which 4K Panel for Console + PC? — The KOORUI 27" QD-Mini LED and Samsung Odyssey 27" 4K both target the console + PC desk. Here’s which one wins for your split. Mike Perry · 2026-07-11 · 9 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a No-GPU Home Server — Ryzen 5 5600G or Ryzen 7 5700X for a home server? The decision comes down to a single question: does your box transcode Plex or Jellyfin… Mike Perry · 2026-07-11 · 9 min read
• Best AM4 CPU for Streaming While Gaming: 5600G vs 5700X vs 5800X — For streaming while gaming on AM4 the Ryzen 7 5800X wins for x264, the 5700X wins for NVENC efficiency, and the 5600G is the honest budget… Mike Perry · 2026-07-11 · 9 min read
• Best GPU for Stable Diffusion Under $400: Why the RTX 3060 12GB Still Wins — The best GPU for Stable Diffusion under $400 in 2026 is still the RTX 3060 12 GB — here’s why VRAM beats raw shaders at this price band. Mike Perry · 2026-07-11 · 9 min read
• Open WebUI on a Raspberry Pi 4: A Self-Hosted LLM Front-End That Sips Power — Open WebUI runs cleanly on a Raspberry Pi 4 8 GB as your always-on chat front-end, with inference on a separate rig — 4 W idle… Mike Perry · 2026-07-11 · 9 min read
• Gunnir Arc B580 vs RTX 5090D on DeepSeek: The Budget AI-Rig Upset Explained — The Gunnir Arc B580 posts headline-close DeepSeek numbers vs the RTX 5090D. Here’s the workload where it lands, and where the RTX 3060 12… Mike Perry · 2026-07-11 · 10 min read
• China Mobile JT-4.1 Flash 236B: A Token-Efficient MoE and What It Takes to Self-Host — China Mobile’s JT-4.1 Flash 236B is a token-efficient sparse MoE. Here’s the honest local-hardware envelope, from a 12 GB card to a… Mike Perry · 2026-07-11 · 10 min read
• Meta Muse Spark 1.1 Hits 51 on the Intelligence Index: The Local Angle — Meta Muse Spark 1.1 landed at 51 on the Artificial Analysis Intelligence Index. Here’s how it compares, and how to self-host a similar… Mike Perry · 2026-07-11 · 10 min read
• How Companies Name Their Monitors: Brand-by-Brand Guide — Every monitor brand embeds tier, resolution, and use case into its model code. Here's how to decode Dell, LG, ASUS, Samsung, and BenQ… SpecPicks Editorial · 2026-07-11
• Forza Horizon 6 on Steam Deck: How Well Does It Run? — SteamDeckHQ reports Forza Horizon 6 hits 30 FPS on Steam Deck. This guide synthesises community-reported settings, battery tips, and… SpecPicks Editorial · 2026-07-10
• NVIDIA GeForce GTX 10 Pascal GPUs: 10th Anniversary — Ten years on from its May 2016 debut, Pascal remains a landmark GPU generation — here is how the GTX 10 series changed PC gaming and GPU… SpecPicks Editorial · 2026-07-10
• Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Real tok/s and What Fits — A Raspberry Pi 4 8GB runs local LLMs slowly but usably. Real tok/s on 1B–8B models, best model picks, and when to reach for a discrete GPU. Mike Perry · 2026-07-10 · 9 min read
• Build a Sub-$60 Air Quality Monitor on a Raspberry Pi 4 (CO₂, PM2.5, VOC) — Build a Raspberry Pi 4 air quality monitor with real NDIR CO₂, laser PM2.5, and VOC sensing for under $60. Full BOM, wiring, and dashboard. Mike Perry · 2026-07-10 · 9 min read
• CompactFlash as an IDE Hard Drive: Silent, Solid-State Storage for Win98 & DOS Builds — Replace dying IDE drives with a CompactFlash card in True IDE mode. Silent, reliable, cheap — the exact CF card + adapter combo for a 2026… Mike Perry · 2026-07-10 · 9 min read
• Best 4K Gaming Monitor in 2026: 5 Picks From Budget to Premium — The best 4K gaming monitors in 2026 — budget, mainstream, PS5-friendly, and premium OLED — plus which GPU you actually need to drive each. Mike Perry · 2026-07-10 · 9 min read
• Best Cooler for a Ryzen 7 5800X: Noctua NH-U12S vs CoolerMaster ML240L — The Ryzen 7 5800X runs hot. Noctua NH-U12S air cooler vs CoolerMaster ML240L AIO — thermals, noise, PBO headroom, and the right pick per… Mike Perry · 2026-07-10 · 9 min read
• Ryzen 7 5800X vs 5700X for Gaming: Is the $60 Gap Worth It? — At 1440p and 4K the two chips are basically identical for gaming. The 5800X wins on productivity — and this is when the extra $60 is… Mike Perry · 2026-07-10 · 12 min read
• GPT-5.6 Sol Nearly Matches Fable 5 at a Third the Cost: The Local-Rig Angle — GPT-5.6 Sol reportedly nears Fable 5 at ⅓ the cost. What that does to the local-vs-cloud calculus for an RTX 3060 12GB rig. Mike Perry · 2026-07-10 · 9 min read
• Intel Nova Lake-S Adds Two 22-Core Game-Cache SKUs: What It Means for Builders — Intel is reportedly adding two 22-core Nova Lake-S SKUs with a large gaming cache — a direct response to AMD's X3D lead. What it means and… Mike Perry · 2026-07-10 · 9 min read
• Intel-Scaler vLLM 0.21.0: What the New Release Changes for Intel GPU Inference — Intel-Scaler-vLLM 0.21.0 finally makes Arc a real vLLM target. Real throughput, latency, and when the RTX 3060 12GB is still smarter. Mike Perry · 2026-07-10 · 9 min read
• Stable Diffusion on Intel Arc vs RTX 3060 12GB: Which Budget GPU Renders Faster? — SDXL and Flux on Arc B580 land within 10% of the RTX 3060 12GB. Real it/s numbers, ComfyUI setup, and which card fits your workflow. Mike Perry · 2026-07-10 · 9 min read
• IPEX-LLM + Ollama on Intel Arc: Setup, tok/s, and the RTX 3060 Reality Check — IPEX-LLM lets Intel Arc run Ollama at RTX 3060-tier tok/s. Setup, tok/s numbers, and the version-pinning traps that will bite you. Mike Perry · 2026-07-10 · 9 min read
• Intel Arc B580 & Arc Pro B60 24GB vs RTX 3060 12GB for Local LLMs — Arc B580 and Arc Pro B60 24GB are finally competitive with the RTX 3060 12GB for local LLMs. Real tok/s, VRAM math, and when NVIDIA still… Mike Perry · 2026-07-10 · 9 min read
• Steam Deck on 100+ Inch Screens: Big-Screen Setup Guide — The Steam Deck outputs 1080p via USB-C to any HDMI projector. Here is what projectors to pick, what resolution to set, and how FSR helps… SpecPicks Editorial · 2026-07-10
• First-Time CPU Delidding: What to Expect and How to Get It Right — CPU delidding guide: tools, technique, mistakes to avoid, and realistic temperature expectations from public benchmarks and community… SpecPicks Editorial · 2026-07-10
• Horse Riding Game Controller for PC/Mac: Buy or Build — Horse riding game controllers for PC and Mac are rare — adapt motion hardware, build a DIY saddle input, or remap a standard gamepad for… SpecPicks Editorial · 2026-07-10
• KDE Plasma 6.7 X11 vs. Wayland NVIDIA Gaming on CachyOS — KDE Plasma 6.7 on CachyOS: public benchmarks and driver release notes synthesized to compare X11 vs. Wayland session gaming for NVIDIA… SpecPicks Editorial · 2026-07-10
• Resident Evil Code: Veronica on a CRT — Why It Still Hits Different — Resident Evil Code: Veronica on a CRT — why the pre-rendered backgrounds only look right on a Sony PVM or Trinitron. Full display, cable… Mike Perry · 2026-07-10 · 6 min read
• GeForce 4 Ti 4600 AGP in 2026: Period-Correct Win98 Install Guide — GeForce 4 Ti 4600 AGP install guide for Win98SE in 2026: ForceWare 45.23, AGP aperture, CompactFlash storage, and the tuning steps that… Mike Perry · 2026-07-10 · 6 min read
• Secluso: Private DIY Home Security on a Raspberry Pi 4 — Secluso is a privacy-first home security stack on Raspberry Pi 4. E2E encryption, Motion detection, Tailscale remote access — no monthly… Mike Perry · 2026-07-10 · 6 min read
• Revive an Old Payphone with a Raspberry Pi Zero 2W — Revive an old payphone with a Raspberry Pi Zero 2W: full wiring, DTMF decoding, Asterisk vs. Python state machine, and the gotchas that… Mike Perry · 2026-07-10 · 6 min read
• ComfyUI on an RTX 3060 12GB: Stable Diffusion & Flux Throughput in 2026 — ComfyUI on RTX 3060 12GB: full SD 1.5, SDXL, and Flux Dev benchmarks with real VRAM footprints and per-image timings. Where the 12GB card… Mike Perry · 2026-07-10 · 5 min read
• vLLM vs llama.cpp on a 12GB GPU: Which Serves Local LLMs Faster? — vLLM vs. llama.cpp on a 12GB GPU: llama.cpp wins on setup and single-user chat; vLLM wins on concurrent throughput. Setup, benchmarks, and… Mike Perry · 2026-07-10 · 5 min read
• AMD Ryzen AI Halo Ships with a Fully Open-Source Linux Stack — AMD's Ryzen AI Halo ships with a fully open-source Linux stack — mainline drivers, ROCm 7 packages, and fwupd firmware. Here's what… Mike Perry · 2026-07-10 · 5 min read
• Intel Core Ultra 7 270K Plus: Dual-Channel Memory Scaling Tested — Intel Core Ultra 7 270K Plus memory scaling: DDR5-8000 dual delivers 8-12% higher 1% lows and 15-20% better productivity vs. DDR5-6000… Mike Perry · 2026-07-10 · 5 min read
• Best CPU Cooler for AM5 Overclocking: Noctua NH-U12S vs Cooler Master ML240L — Best CPU cooler for AM5 overclocking: the Noctua NH-U12S handles Ryzen 7 chips; step up to a 240mm AIO for Ryzen 9. Full head-to-head with… Mike Perry · 2026-07-10 · 7 min read
• RTX 3060 12GB vs RTX 4060: Best Budget GPU for 1080p Gaming + Local AI — RTX 3060 12GB vs. RTX 4060: the 4060 is 15% faster at gaming, but the 3060's 12GB VRAM unlocks 13B language models and 1024×1024 Stable… Mike Perry · 2026-07-10 · 6 min read
• Best NVMe SSD for Local LLM Model Storage in 2026 — For local LLM model storage, sequential read and capacity beat random IOPS. Here's the tier list — from 970 EVO Plus to WD SN850X — and… Mike Perry · 2026-07-10 · 7 min read
• Best GPU for Running Llama 70B Locally in 2026 — The best GPU for running Llama 70B locally in 2026 depends on your budget: single RTX 5090, dual RTX 3090, or a Ryzen AI Halo. Full… Mike Perry · 2026-07-10 · 8 min read
• Why a Red Hat Engineer Ditched ARM64 for AMD Ryzen (Linux AI Builds) — A Red Hat engineer moved back to AMD Ryzen from ARM64 for their Linux AI workstation. Here's the workflow breakdown — CUDA, PCIe lanes… Mike Perry · 2026-07-10 · 6 min read
• GPT-5.6 Sol at One-Third the Cost: When Local Inference Still Wins — GPT-5.6 Sol pricing dropped 3×, but a $650 local RTX 3060 rig still wins for high-volume, private, or offline workloads. Here's where the… Mike Perry · 2026-07-10 · 6 min read
• Does Dual-Channel RAM Matter for Local LLM Inference? — Dual-channel DDR roughly doubles decode tok/s any time your local LLM spills to CPU. Here's the math, the benchmarks, and when it doesn't… Mike Perry · 2026-07-10 · 6 min read
• AMD Ryzen AI Halo vs NVIDIA DGX Spark: Local-AI Mini-Box Showdown — AMD Ryzen AI Halo vs NVIDIA DGX Spark: capacity vs. ecosystem, and when a DIY RTX 3060 build beats both on cost-per-token for local LLM… Mike Perry · 2026-07-10 · 8 min read
• Amstrad CPC 464/6128 Emulator on Raspberry Pi Pico 2 — Community firmware brings Amstrad CPC 464, 664, and 6128 emulation to the Raspberry Pi Pico 2's RP2350 chip: ROM setup, VGA output, SD… SpecPicks Editorial · 2026-07-10
• MacBook Neo Benchmarks 2026: Apple Silicon vs AMD — Editorial synthesis of MacBook Neo benchmark performance across AI inference, creative rendering, and GPU workloads versus AMD Instinct… SpecPicks Editorial · 2026-07-10
• STEPLA-1 8-Bit Hardwired CPU: 74-Series Logic Explained — The STEPLA-1 builds an 8-bit CPU from discrete 74HC logic gates. Public datasheets and community build reports cover its hardwired design… SpecPicks Editorial · 2026-07-10
• Continuous Blood Pressure Monitoring Without a Cuff in 2026 — Cuffless blood pressure wearables using PPG, ECG fusion, and AI have matured in 2026. Here's how the technology works, which devices lead… SpecPicks Editorial · 2026-07-10
• DIY Handheld Tricorder Build Guide 2026 — Maker communities in 2026 are combining Raspberry Pi Zero 2W, ESP32-S3, and affordable sensor arrays to build capable Star Trek-inspired… SpecPicks Editorial · 2026-07-10
• Cyberdeck Raspberry Pi 4/5 Mini Music Workstation Build Guide — Build a portable cyberdeck music workstation with Raspberry Pi 4 or 5: 3D-printed enclosure, LMMS, Ardour, JACK/PipeWire audio, and MIDI… SpecPicks Editorial · 2026-07-09
• PCIe Gen2/Gen3 1:2 Analog MUX: Practical Maker Implementation — Guide to PCIe Gen2/Gen3 1:2 analog MUX implementation: IC selection, PCB layout rules, signal integrity validation, and common pitfalls… SpecPicks Editorial · 2026-07-09
• Qwen3.6-27B vs Coder-Next: Which Local Coding Model Wins? — Qwen3.6-27B needs 16GB of VRAM at q4. Coder-Next-13B fits an RTX 3060 12GB at q4 with headroom. On a budget local coding rig in 2026, that… Mike Perry · 2026-07-09 · 9 min read
• llama.cpp vs Ollama on an RTX 3060 12GB: Which for Solo Chat? — Ollama installs in one command and ships sensible defaults. llama.cpp gives you the flags. On a solo RTX 3060 12GB in 2026, here is which… Mike Perry · 2026-07-09 · 10 min read
• Best Beginner Racing Wheel 2026: Logitech G29 vs HORI FFB — The Logitech G29 has the broadest game-compatibility footprint at the entry price. The HORI Force Feedback DLX is the modern Xbox-native… Mike Perry · 2026-07-09 · 10 min read
• GPT-5.6 Sol Matches Fable 5 at 1/3 Cost: Local-Rig Fallout — GPT-5.6 Sol's one-third-of-Fable-5 price cut moved the local-vs-cloud break-even for a $900 RTX 3060 12GB rig from about 30M tokens/month… Mike Perry · 2026-07-09 · 10 min read
• Sony Ends Physical PlayStation Disc Production by 2028 — The reported 2028 sunset target for new PlayStation disc pressing does not disable your existing discs, but it does change how you should… Mike Perry · 2026-07-09 · 9 min read
• OpenAI Launches ChatGPT Work: An Agent for Whole Workflows — OpenAI's new ChatGPT Work agent chains multi-step tasks — retrieval, summarization, drafting — and puts fresh pressure on the… Mike Perry · 2026-07-09 · 10 min read
• 3dfx Voodoo2 SLI in 2026: Build Guide, Glide Setup, CF Storage — The peak 3dfx build: two matched Voodoo2 cards, a 2D card with VGA passthrough, a Pentium III, a Windows 98 install on CompactFlash, and… Mike Perry · 2026-07-09 · 10 min read
• Best Plug-and-Play Retro Console to Buy in 2026 — In 2026 the best plug-and-play retro console is still the SNES Classic. Here is the full guide with four honorable-mention picks… Mike Perry · 2026-07-09 · 10 min read
• Best USB Microphone for Streaming in 2026: QuadCast 2 vs Yeti — For a first streaming rig in 2026, the QuadCast 2 wins on ergonomics and the Blue Yeti wins on multi-pattern flexibility. Here is the full… Mike Perry · 2026-07-09 · 9 min read
• Are We the Last Generation of PC Builders? — Motherboard shipments are down sharply at ASUS and ASRock as AI server demand reshapes silicon economics. What this means for PC builders… SpecPicks Editorial · 2026-07-09
• Intel Arc vs NVIDIA 2026: Local LLM Tokens per Dollar — Intel Arc B580, A770 16GB, and Arc Pro B60 24GB vs NVIDIA — community benchmarks and published specs map the tokens-per-dollar gap in 2026… SpecPicks Editorial · 2026-07-09
• SteamDSXL Yay or Nay? Dual-Screen Steam Deck Dock Review — SteamDSXL adds a second screen to the Steam Deck for NDS, 3DS, and Wii U emulation. Here's what community reports reveal about real-world… SpecPicks Editorial · 2026-07-09
• AMD Revives Zen 2: Ryzen 7 4700LE in $800 RTX 3050 Prebuilts — AMD's Ryzen 7 4700LE resurfaces Zen 2 in $800 RTX 3050 prebuilts. Synthesis of public benchmarks and community analysis breaks down who… SpecPicks Editorial · 2026-07-09
• Why PSU Fans Aren't Built for Repairability — PSU fans resist easy replacement due to high-voltage safety requirements, integrated thermal tuning, and proprietary connectors… SpecPicks Editorial · 2026-07-09
• Alienware AW3426DW Review: QD-OLED Ultrawide Gaming at $699 — Alienware's QD-OLED ultrawide brings near-infinite contrast and 175Hz gaming to 3440×1440 at $699, based on specs and reviews from Tom's… SpecPicks Editorial · 2026-07-09
• AMD Ryzen 7 5800X3D Re-Review: DDR4's Last Gaming Champion in 2026 — Is the Ryzen 7 5800X3D still worth it in 2026? For AM4 owners feeling CPU-bound, yes — Tom's Hardware's re-review confirms the 3D V-Cache… Mike Perry · 2026-07-09 · 9 min read
• AMD Ryzen AI Halo ($4K) vs a $900 RTX 3060 12GB Local-LLM Build: Buy or Build? — $4K Ryzen AI Halo box or $900 RTX 3060 12GB DIY rig? Buy the Halo only for sustained 30B-plus workloads; the DIY rig wins on price… Mike Perry · 2026-07-09 · 9 min read
• Replace a Dying IDE Drive With CompactFlash in a Win98 Retro PC — How to boot Windows 98 from a CompactFlash card in a retro PC. A Transcend CF133 plus a passive CF-to-IDE adapter gives you a silent… Mike Perry · 2026-07-09 · 10 min read
• OpenAI Just Beat Every Human at AtCoder — Can You Run a Coding LLM Locally? — What hardware runs a capable local coding LLM in 2026? A 12GB card, an 8-core Ryzen, and 32GB DDR4 handle 7-14B code models at full-speed… Mike Perry · 2026-07-09 · 10 min read
• Can the RTX 3060 12GB Run Qwen3-27B Locally in 2026? — A 12GB RTX 3060 runs Qwen3-27B, but not fully in VRAM. Expect CPU offload, single-digit tokens per second on 27B at q4, and 14B as the… Mike Perry · 2026-07-09 · 10 min read
• Best 4K Monitor for PS5 and PC Under $500: KOORUI QD-Mini LED vs Samsung Odyssey — Best 27-inch 4K gaming monitor under $500 for PS5 and PC? KOORUI QD-Mini LED wins on HDR peak brightness; Samsung Odyssey wins on polish… Mike Perry · 2026-07-09 · 9 min read
• Adafruit's Cyberdeck Raspberry Pi Music Workstation Guide Lands — Adafruit's fresh cyberdeck build guide pairs a Raspberry Pi 4 8GB with dual displays and a Linux audio stack. Here is what the base board… Mike Perry · 2026-07-09 · 9 min read
• Best Budget AM4 CPU for a 2026 AI + Gaming Build: 5800X vs 5700X vs 5600G — Which AM4 Ryzen for a 2026 gaming + AI build? The 5700X wins on price and thermals, the 5800X earns its slot for LLM offload, the 5600G is… Mike Perry · 2026-07-09 · 9 min read
• Lossless Scaling on Steam Deck: Is It Worth It? — Lossless Scaling adds frame generation and upscaling to any Windows game — but Steam Deck's SteamOS blocks it. Here's when the $7 tool is… SpecPicks Editorial · 2026-07-09
• Raspberry Pi Zero 2W: Privacy-Preserving Ring Alternative — Ring's cloud model raises real data-sharing concerns. Here's how the Raspberry Pi Zero 2W enables a fully local, encrypted home camera… SpecPicks Editorial · 2026-07-09
• 20GB Homelab Memory Left: What to Add Next — With 20 GB of homelab RAM free, the top uses are ZFS ARC caching, local LLM inference on 8B models, and additional Proxmox VMs — here is… SpecPicks Editorial · 2026-07-09
• Steam Deck: Linux's Trojan Horse for PC Gamers — SteamOS's Proton layer runs most of Steam's library on Linux. Here's how Steam Deck is quietly converting Windows gamers and what it means… SpecPicks Editorial · 2026-07-09
• MSI Raider 16 Max HX Review: Elite Gaming and Creator Power — MSI Raider 16 Max HX pairs Intel HX silicon with high-TDP NVIDIA graphics and a wide-gamut OLED display for creators and gamers who demand… SpecPicks Editorial · 2026-07-09
• MSI MPG 322UR QD-OLED X24: 4K 240Hz Performance Analyzed — MSI's 32-inch QD-OLED combines native 4K with 240Hz refresh and per-pixel OLED contrast — here's what public benchmarks say about real… SpecPicks Editorial · 2026-07-09
• Acer Nitro 65 Review: Solid Gaming, Connectivity Caveats — The Acer Nitro 65 pairs an RTX 4060 with a 144 Hz IPS panel for capable 1080p gaming, but port selection gaps and thermal constraints… SpecPicks Editorial · 2026-07-09
• $100 CPU Shootout: Ryzen 5 5500 vs Core i3-14100F vs i3-12100F — Ryzen 5 5500, Core i3-14100F, and Core i3-12100F benchmarked on DDR4: which $100 CPU wins for gaming, productivity, and total platform… SpecPicks Editorial · 2026-07-08
• Advanced Shader Delivery on the RX 9070 XT: Benchmark Results — AMD's Advanced Shader Delivery on the RX 9070 XT cuts load times and stutter in shader-heavy DX12 titles, per AMD's published data and… SpecPicks Editorial · 2026-07-08
• News: Mistral Enters Robotics With Robostral Navigate 8B — Mistral's Robostral Navigate is an 8B vision-language model built for monocular robot navigation. Weights are out; here's what to build… Mike Perry · 2026-07-08 · 3 min read
• News: ChatGPT Now Listens and Talks at Once — OpenAI shipped full-duplex voice for ChatGPT — you can interrupt it and it can interrupt you. Here's the mic + headphone upgrade that… Mike Perry · 2026-07-08 · 4 min read
• Mount a 90s Big-Box CD-ROM ISO on Win98 Without a CD Drive — Two working methods to install big-box 90s CD-ROM games on a Win98 machine without a working CD drive — CompactFlash + IDE adapter setup. Mike Perry · 2026-07-08 · 7 min read
• Noctua NH-U12S vs ML240L RGB on a Ryzen 7 5800X — For a stock AMD Ryzen 7 5800X in a case with real airflow, a well-mounted Noctua NH-U12S is enough — as of 2026 it holds all-core… Mike Perry · 2026-07-08 · 11 min read
• Crucial BX500 vs Samsung 970 EVO Plus: SATA vs NVMe Boot Drive — Samsung's 970 EVO Plus NVMe vs Crucial's BX500 SATA — the boot-drive comparison for 2026 builds, with real boot and game-load timings. Mike Perry · 2026-07-08 · 7 min read
• Build a Privacy-First Ring Alternative on a Raspberry Pi 4 in 2026 — A Pi 4 8GB running Frigate handles motion + person + package detection with local storage on NVMe. No cloud, no monthly bill, no third… Mike Perry · 2026-07-08 · 6 min read
• Mistral Robostral Navigate: An 8B Model Steers Robots From One Camera — Robostral Navigate 8B does monocular navigation with one webcam. The compute split that makes it work: Pi 4 for safety, RTX 3060 for the… Mike Perry · 2026-07-08 · 7 min read
• ChatGPT Full-Duplex Voice: What Real-Time Speech Needs on Your Desk — ChatGPT's full-duplex voice mode exposes every weakness in your audio path. The mic + headphone picks that make it feel like a real… Mike Perry · 2026-07-08 · 6 min read
• Gemini API Adds MCP + Background Execution: Build a Local Agent Host — Google added MCP tools and background execution to the Gemini API. A Raspberry Pi 4 8GB hosts the plumbing; a used RTX 3060 handles the… Mike Perry · 2026-07-08 · 7 min read
• Fable 5 as Manager: The Delegate-to-Sonnet-5 Cost Pattern — The manager pattern for agentic coding: Fable 5 to plan, Sonnet 5 to execute, a local 7B to finish. Cost math and the RTX 3060 12GB build. Mike Perry · 2026-07-08 · 7 min read
• Grok 4.5 Ranks #4 on GDPval: Cloud-vs-Local Math for 2026 — Grok 4.5 landed #4 on GDPval-AA v2 with aggressive pricing — here's the break-even math against a used RTX 3060 12GB local rig for 2026… Mike Perry · 2026-07-08 · 9 min read
• AMD Radeon RX 9070 GRE Review: Thoroughly Midrange — The AMD Radeon RX 9070 GRE brings RDNA 4 ray tracing, FSR 4 upscaling, and a competitive efficiency envelope to the 1440p midrange — here… SpecPicks Editorial · 2026-07-08
• Hands-On: Asus ROG Harpe II Extreme Edition 20 Gaming Mouse — Asus' ROG Harpe II Extreme Edition 20 pairs 24K gold-plated Omron switches with a 65,536-DPI optical sensor and 12,000Hz polling for its… SpecPicks Editorial · 2026-07-08
• Single vs. Dual Channel Memory: Intel Core Ultra 7 270K — Dual-channel DDR5-6000 roughly doubles memory bandwidth on Arrow Lake — public benchmarks show 10–18% gaming gains and near-2× LLM… SpecPicks Editorial · 2026-07-08
• What Is AI? A Practical 2026 Guide for Makers — What AI actually is in 2026, how the math works, and what hardware makers need for local LLMs, image generation, and edge inference… SpecPicks Editorial · 2026-07-08
• Ethernet WiFi Router on a Pi Pico 2W: What's Possible — The $6 Raspberry Pi Pico 2W can run a basic NAT router bridging Wi-Fi to wired Ethernet — here's what community builds achieve and where… SpecPicks Editorial · 2026-07-08
• Raycast FPS in COBOL: Can a 60-Year-Old Language Render 3D? — Community builders are proving COBOL can render pseudo-3D FPS scenes — if you bridge its fixed-point arithmetic to modern GPU shims and… SpecPicks Editorial · 2026-07-08
• Amazon RTX 5060 Deal: $324 Budget GPU for 1080p Gaming — Amazon's lightning sale drops the Nvidia RTX 5060 to $324 — here's how the Blackwell-gen card performs at 1080p and whether the deal is… SpecPicks Editorial · 2026-07-08
• Save $550 on iBuyPower RTX 5070 + 7800X3D 4K Gaming PC — A $550 markdown puts this liquid-cooled iBuyPower rig with RTX 5070 and Ryzen 7 7800X3D at $1,449 — below current DIY build cost per… SpecPicks Editorial · 2026-07-08
• AMD EXPO Ultra-Low Latency BIOS Updates: 600-Series Guide — AMD EXPO Ultra-Low Latency BIOS updates from ASRock, Gigabyte, and MSI tighten DDR5 subtimings on 600-series AM5 boards, delivering up to… SpecPicks Editorial · 2026-07-08
• AMD Challenges Nvidia DGX Spark with $3,999 Ryzen AI Halo — AMD's Strix Halo mini-PCs arrive at $3,999 — $700 under Nvidia's DGX Spark — delivering 128GB unified memory and native Windows 11 for… SpecPicks Editorial · 2026-07-08
• Double RTX 3070 VRAM: What's Actually Possible in 2026 — RTX 3070 owners hitting the 8GB VRAM ceiling face costly physical mods, free software workarounds, or a GPU swap. Here's what the evidence… SpecPicks Editorial · 2026-07-07
• Asus ProArt PA27USD 27-Inch OLED Review: Color Meets Gaming Speed — The Asus ProArt PA27USD pairs factory-calibrated 100% DCI-P3 OLED color with 4K 144Hz gaming — a synthesis of published specs, certified… SpecPicks Editorial · 2026-07-07
• Add AI Vision to a Raspberry Pi 4 8GB with an AI Accelerator (2026) — To add AI vision to a Raspberry Pi 4 Model B 8GB in 2026, pair it with a Coral USB Accelerator or a Hailo-8 M.2 module on a HAT, run a… Mike Perry · 2026-07-07 · 11 min read
• Raspberry Pi 5 vs Pi 4 8GB for Homelab: Which Should You Buy? — Pi 4 8GB is still the value pick for RAM-hungry homelab loads. Pi 5 wins on NVMe throughput and the incoming IOMMU story. Here's how to… Mike Perry · 2026-07-07 · 11 min read
• Throw a Modern Retro LAN Party in 2026: The Hardware Checklist — You need one gigabit unmanaged switch with enough ports for every rig plus a headroom port, twelve to twenty Cat6 patch runs in the… Mike Perry · 2026-07-07 · 13 min read
• Build a Silent Win98 Retro PC with CompactFlash Storage (2026) — To build a silent Windows 98 SE retro PC with CompactFlash storage in 2026, pair a fixed-disk-mode CF card (a Transcend CF133 4GB is the… Mike Perry · 2026-07-07 · 11 min read
• Best PC Game Controller for Every Genre in 2026 — *As an Amazon Associate, SpecPicks earns from qualifying purchases. Prices and availability current as of July 2026 and may vary.* Mike Perry · 2026-07-07 · 14 min read
• Best Retro Mini Console & Handheld in 2026 — The Sega Genesis Mini, SNES Classic, Nintendo Switch Lite, PS4 Pro, and PS4 Slim — the five retro-friendly consoles worth buying in 2026… Mike Perry · 2026-07-07 · 12 min read
• Raspberry Pi OS Moves to Linux 6.18 LTS — Real Performance Gains — Raspberry Pi OS is now on Linux 6.18 LTS. Homelab Pi 4 8GB nodes see 8 to 15 percent gains on I/O and container startup. Here's what… Mike Perry · 2026-07-07 · 9 min read
• Best SSD Upgrade for PS4 Pro & PS4 Slim in 2026 — Cut PS4 Pro and PS4 Slim game load times by 30 to 60 percent with a 12-minute SATA SSD swap. Which drive to buy and how to do it right. Mike Perry · 2026-07-07 · 10 min read
• RTX 3060 12GB for ComfyUI & Stable Diffusion: The VRAM Budget Pick (2026) — SDXL at 1024x1024, LoRA training, ControlNet stacks, and Flux fp8 — what a stock RTX 3060 12GB can actually do in ComfyUI, with measured… Mike Perry · 2026-07-07 · 9 min read
• vLLM vs llama.cpp for Single-User Chat on a 12GB GPU (2026) — vLLM's paged KV cache is genius on H100 clusters; llama.cpp is the right pick for a single-user 12GB local rig. Here's why, with real… Mike Perry · 2026-07-07 · 9 min read
• AMD Ryzen AI Halo vs NVIDIA DGX Spark — or Just an RTX 3060? — Comparing the AMD Ryzen AI Max+, NVIDIA DGX Spark, and a cheap RTX 3060 12GB rig for local AI in 2026 — with the perf-per-dollar math. Mike Perry · 2026-07-07 · 10 min read
• Claude Fable 5 Burns 117k Tokens/Task: Can a Local RTX 3060 Keep Up? — Agentic coding loops burn 117k tokens across 64 turns. Here's what a 12GB RTX 3060 running local models can realistically replace, and… Mike Perry · 2026-07-07 · 9 min read
• Run DeepSeek & Qwen Locally on an RTX 3060 12GB (2026 Guide) — Which DeepSeek and Qwen sizes fit on 12GB VRAM, how fast a stock RTX 3060 runs them, and when a local rig actually beats a paid API. Mike Perry · 2026-07-07 · 11 min read
• Silicon Motion PCIe 6.0: Nvidia AI Drives Consumer Storage — Silicon Motion says Nvidia's AI PC ecosystem—not AMD or Intel platform cycles—is the real demand signal behind its consumer PCIe 6.0 SSD… SpecPicks Editorial · 2026-07-07
• Pro-Level 180Hz 1440p Gaming Monitor for $159: Gigabyte Deal — Gigabyte's 27-inch 1440p IPS panel hits 180Hz at $159 — public benchmarks and GPU data show who benefits most and whether the timing is… SpecPicks Editorial · 2026-07-07
• ViewSonic VX2730D-4K Review: 4K Gaming at 163 PPI and 144Hz — ViewSonic VX2730D-4K packs 163 PPI pixel density and 98% sRGB into a 27-inch IPS panel. Here's what public benchmarks reveal about its… SpecPicks Editorial · 2026-07-07
• AMD Ryzen 7 9800X3D Bundle: DDR5 + MSI B850 Wi-Fi 7 Guide — Micro Center's Ryzen 7 9800X3D bundles pair AMD's flagship gaming CPU with 32GB DDR5 and MSI B850 Wi-Fi 7, available via Amazon at a… SpecPicks Editorial · 2026-07-07
• NVK Open-Source Vulkan Driver Gains Experimental DLSS on Linux — Mesa's NVK driver loads Nvidia DLSS via pre-compiled CUDA binaries, bringing AI upscaling to Linux without the proprietary Nvidia driver… SpecPicks Editorial · 2026-07-07
• Steam Machine 2025 Review: Couch Gaming and the 4K Question — AMD GPU benchmarks and community data reveal when a SteamOS couch build can hit true 4K — and when FSR 3.0 upscaling is the smarter, more… SpecPicks Editorial · 2026-07-07
• Get Up to $900 Off a Dell PC: Gaming & Everyday Deals — Dell regularly discounts Alienware desktops, G-Series gaming laptops, and Inspiron towers by up to $900 — here's how the deal stack works… SpecPicks Editorial · 2026-07-07
• Build a Local Voice Assistant on a Raspberry Pi 4 8GB in 2026: Full BOM and Real Limits — Can a Raspberry Pi 4 8GB run a private offline voice assistant in 2026? Full BOM, latency benchmarks, and where the Pi 4 finally hits its… Mike Perry · 2026-07-07 · 11 min read
• Best Budget PC Upgrades Under $200 in 2026: 5 Picks That Move the Needle — The five budget PC upgrades under $200 that actually move the needle in 2026: RTX 3060 12GB, Crucial BX500 1TB SSD, Ryzen 5 5600G, Samsung… Mike Perry · 2026-07-07 · 9 min read
• Best Budget SSD for a Steam Library in 2026: SATA vs NVMe on a Tight Budget — Should you buy a SATA or NVMe SSD for your Steam library on a budget? A cost-per-GB and load-time synthesis of the Crucial BX500, SanDisk… Mike Perry · 2026-07-07 · 8 min read
• llama.cpp Vulkan on the RTX 3060 12GB: Setup and Measured tok/s for 2026 — A concrete setup path for llama.cpp with the Vulkan backend on an RTX 3060 12GB — plus community throughput bands per model size, KV cache… Mike Perry · 2026-07-07 · 9 min read
• Cloudflare Swaps Its Blanket AI Bot Block for Granular Crawler Controls — Cloudflare replaced its single AI-bot toggle with per-purpose controls that separate search crawlers, training scrapers, and live agent… Mike Perry · 2026-07-07 · 6 min read
• Ryzen 7 5800X3D vs Core i7-14700K: The DDR4 Gaming Faceoff for 2026 Builders — The Ryzen 7 5800X3D wins DDR4 gaming; the Core i7-14700K wins productivity. Here is the 2026 head-to-head with FPS bands, platform cost… Mike Perry · 2026-07-07 · 9 min read
• Sega Genesis Mini vs SNES Classic: The Definitive 2026 Plug-and-Play Retro Showdown — A head-to-head of the two definitive 16-bit micro-consoles in 2026: library, emulation quality, HDMI output, controller feel, collector… Mike Perry · 2026-07-07 · 8 min read
• OpenAI and Anthropic Are Giving Startups Free Compute — Here's the Local Rig That Replaces It — Three-year TCO math on the OpenAI, Anthropic, and Together free-credit programs versus a $1,200 RTX 3060 12GB rig you own outright. Mike Perry · 2026-07-07 · 14 min read
• No GPU Required? Testing Local LLM Inference on the Ryzen 5 5600G iGPU — Measured llama.cpp tokens/sec for 7B, 8B, and 13B quantized models on the Ryzen 5 5600G iGPU, with DDR4 speed impact and when to add a GPU. Mike Perry · 2026-07-07 · 16 min read
• Simba 3.2 Tops the TTS Leaderboard: Run Local Text-to-Speech on an RTX 3060 12GB — Real-time factors, VRAM headroom, and community-measured tokens/sec for XTTS-v2 and Piper on the MSI RTX 3060 12GB in mid-2026. Mike Perry · 2026-07-07 · 15 min read
• Linux Fu: Upcycling an Old Router in 2026 — Turn a dusty SOHO router into an ad-blocker, VPN gateway, or mesh node with OpenWRT — a mature Linux platform supporting 1,500+ devices in… SpecPicks Editorial · 2026-07-07
• T9 Keyboard for Your Smartphone: 2026 Maker's Guide — T9 predictive input is staging a comeback in 2026 — here's how maker builds and open-source apps bring 9-key typing back to modern Android… SpecPicks Editorial · 2026-07-07
• Best $1000 Prime Day Gaming PC: RTX 5060 Ti + 32GB RAM — Prime Day 2026 is the window to build a capable 1440p gaming rig with an RTX 5060 Ti and 32GB RAM for under $1,000, beating most prebuilts… SpecPicks Editorial · 2026-07-07
• AMD Ryzen 7 5800X3D Re-Review: Maxing Out DDR4 Gaming in 2026 — Public benchmarks confirm the Ryzen 7 5800X3D's 96MB V-Cache still leads AM4 gaming in 2026. DDR4-3600 tuning narrows the gap with newer… SpecPicks Editorial · 2026-07-07
• Best Electric Air Blowers for Gaming Keyboards & PC Fans — Electric air blowers from $17 outperform canned air for gaming keyboard and PC fan cleaning — stronger sustained pressure, reusable, and… SpecPicks Editorial · 2026-07-07
• Build a Jellyfin Home Media Server on a Raspberry Pi 4 (8GB) in 2026 — A Raspberry Pi 4 8GB is still the cheapest sensible Jellyfin server for a household in 2026 — here is the parts list, install steps, and… Mike Perry · 2026-07-07 · 10 min read
• Best Streaming Kit for Beginners in 2026: Mic, Cam, and Lights — The right beginner streaming kit in 2026 is a real USB mic, a 4K webcam, an LED ring or key light, and a solid pair of monitoring… Mike Perry · 2026-07-07 · 11 min read
• Intel Plans Two 22-Core Nova Lake-S SKUs With Game-Boosting Cache — Intel's Nova Lake-S roadmap includes two 22-core desktop SKUs with a game-boosting L3 cache stack — here is what the slides show, what it… Mike Perry · 2026-07-07 · 8 min read
• Someone Got Linux Booting on a Sega Mega Drive — A homebrew developer has booted a Linux kernel on a stock Sega Mega Drive using the 68000 CPU and a cartridge-loaded ROM — here is how it… Mike Perry · 2026-07-07 · 9 min read
• RTX 3060 12GB vs RTX 4060 for 1080p Gaming: Which Wins in 2026? — The RTX 4060 wins 1080p FPS on average, but the RTX 3060 12GB's larger VRAM changes the math on newer texture-heavy games and 1440p… Mike Perry · 2026-07-07 · 10 min read
• Best NVMe Boot SSD for an AM4 Ryzen Build: 970 EVO Plus vs the Budget Field — For a new AM4 Ryzen build in 2026, the Samsung 970 EVO Plus remains the safe boot-drive pick — here is how it compares to Crucial BX500… Mike Perry · 2026-07-07 · 9 min read
• Best CPU Cooler for the Ryzen 7 5800X: NH-U12S vs ML240L vs AIRCOM S7 — The Ryzen 7 5800X's thermal density means cooler choice matters — here is how the Noctua NH-U12S, Cooler Master ML240L V2, and AC Infinity… Mike Perry · 2026-07-07 · 10 min read
• Can an RTX 3060 12GB Still Run 2026's Local LLMs? — The RTX 3060 12GB remains the best value entry point for local LLMs in 2026 for anything up to 14B parameters at q4 — here is the runnable… Mike Perry · 2026-07-07 · 10 min read
• AMD Ryzen AI Halo Mini PC vs RTX 3060 12GB for Local LLMs — Ryzen AI Halo mini PCs fit far larger local LLMs than a 12GB RTX 3060, but the 3060 still wins per-token throughput for anything under… Mike Perry · 2026-07-07 · 11 min read
• Mini-ITX Gaming PC in a 3D Printed Case: 2026 Builder's Guide — How to squeeze a capable gaming PC into a Steam Machine-sized 3D-printed enclosure — component picks, thermal strategies, and print design… SpecPicks Editorial · 2026-07-06
• Build a Raspberry Pi 4 NAS in 2026: Best SATA SSD Setup Over USB 3.0 — How to build a Raspberry Pi 4 NAS in 2026 with a SATA SSD over USB 3.0 — the parts, the software choice, and the power gotchas that catch… Mike Perry · 2026-07-06 · 9 min read
• Period-Correct Storage for a Windows XP Gaming Rig: SSD, CompactFlash, or IDE? — For a Windows XP gaming build in 2026, silent flash is the storage answer — either SATA SSD or CompactFlash — regardless of your… Mike Perry · 2026-07-06 · 9 min read
• Blue Yeti vs HyperX QuadCast 2: Best Budget Streaming Mic Setup in 2026 — For an untreated bedroom the HyperX QuadCast 2 is the safer pick; the Blue Yeti wins on interviews. Here's how to round out the whole… Mike Perry · 2026-07-06 · 9 min read
• Best SSD for a Retro PC Build: SATA, CompactFlash, or IDE Bridge? — SATA SSDs for later XP boards, CompactFlash for IDE-only ones. Here's the right choice by interface and how to image the old drive to the… Mike Perry · 2026-07-06 · 9 min read
• Open-Source Linux Driver Lands for the ASUS ZenVision Lid OLED — First open-source Linux driver ships for the ASUS ZenVision lid OLED. Here's what it does — and how to prototype the same idea on a… Mike Perry · 2026-07-06 · 9 min read
• ASUS Beta BIOS Restores Ryzen 9000 Memory Encryption Ahead of AMD's July Timeline — ASUS ships a beta BIOS re-enabling SME/SEV memory encryption on Ryzen 9000 ahead of AMD's July timeline. Here's what to do and who is… Mike Perry · 2026-07-06 · 9 min read
• Zhipu ZCode vs Claude Code: Cheaper Agentic Coding, and the Rig to Run It — Zhipu ZCode is a real cheaper alternative to Claude Code for high-volume coding work. Pair it with a local RTX 3060 fallback for total… Mike Perry · 2026-07-06 · 9 min read
• AutomationBench Cost Gap: What DeepSeek V4's 5-Cent Task Means for Local Agent Rigs — AutomationBench's cost gap is real — but for meaningful volume a local RTX 3060 12GB rig breaks even fast. Do the math on your workload. Mike Perry · 2026-07-06 · 9 min read
• Tencent Hy3 on an RTX 3060 12GB: Can a $300 GPU Run It? — An RTX 3060 12GB runs Tencent Hy3 comfortably at q4_K_M with an 8k context. Here's the VRAM math, the tok/s, and the rig to build. Mike Perry · 2026-07-06 · 9 min read
• Ryzen AI Developer Platform: AMD's Debian Linux for AI Devs — AMD's Ryzen AI Developer Platform ships a Debian-based Linux distro with ROCm pre-configured, targeting developers building AI workloads… SpecPicks Editorial · 2026-07-06
• Linux 7.3: 'Flatten the Pick' Scheduler Gains for Gaming — Linux 7.3's 'flatten the pick' patches streamline EEVDF's pick_next_entity path, promising lower frame-time variance and reduced input lag… SpecPicks Editorial · 2026-07-06
• Boot Windows 98 from CompactFlash: Transcend CF133 + IDE Adapter Guide — The Transcend CF133 plus a CF-to-IDE adapter is the community-standard silent boot drive for retro Win98 rigs — here's the setup and… Mike Perry · 2026-07-06 · 10 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM? Ollama Tiny-Model Benchmarks — A Pi 4 8GB runs 1-3B quantized models at 3-8 tok/s with Ollama — fine for tiny assistants, but a real GPU is 10-50× faster. Mike Perry · 2026-07-06 · 10 min read
• pxpipe: Hide Text in PNGs to Cut Claude Code Token Costs up to 70% — pxpipe encodes text as PNGs to cut billed tokens on Claude Code and Fable 5 calls. Pair with a local RTX 3060 rig for durable savings. Mike Perry · 2026-07-06 · 10 min read
• Best Racing Wheel Under $300: Logitech G29 vs HORI Force Feedback — Under $300, the Logitech G29 is the reference beginner wheel for PS/PC; the HORI DLX is the Xbox pick. Add a shifter only for classic-car… Mike Perry · 2026-07-06 · 10 min read
• Best SATA SSD for an AM4 Budget Build: BX500 vs 870 EVO vs WD Blue — For a budget AM4 build, pair a Samsung 870 EVO as OS drive with a Crucial BX500 1TB as game library — the split beats any single premium… Mike Perry · 2026-07-06 · 10 min read
• Ryzen 7 5800X3D vs 5800X for 1080p Competitive Gaming: Which Wins? — The 5800X3D leads at 1080p esports thanks to 96 MB L3 cache; the plain 5800X and 5700X remain the smarter buy for mixed-use builds on AM4. Mike Perry · 2026-07-06 · 10 min read
• Raspberry Pi Locator Shuts Down in July: Where to Buy a Pi Now — Rpilocator is shutting down because Raspberry Pi stock has returned to normal. Here's which SKU to buy in 2026 and the accessory checklist. Mike Perry · 2026-07-06 · 8 min read
• JADEPUFFER Agentic Ransomware: Why a Local AI Rig Changes Your Threat Model — Agentic ransomware doesn't invent new bugs — it exploits neglected fundamentals faster. A modest RTX 3060 rig keeps analysis local when it… Mike Perry · 2026-07-06 · 10 min read
• Leanstral 1.5 on an RTX 3060 12GB: Local Math + Bug-Finding Benchmarks — Leanstral 1.5 is Mistral's new formal-math and code-audit 7B — and yes, it fits on an RTX 3060 12GB at q5_K_M with a usable context window. Mike Perry · 2026-07-06 · 10 min read
• Bigme Color E-Ink Monitor: 60 FPS and 4096 Colors Explained — Bigme's 25.3-inch color e-ink monitor claims 60 FPS and 4,096 colors at 3200×1800. Here's what those specs mean for gamers, developers… SpecPicks Editorial · 2026-07-06
• Hackaday Europe 2026: Building a Retro PC From Scratch — Hackaday Europe 2026 has put retro PC building back in the spotlight. Here is how the maker community chooses eras, sources vintage parts… SpecPicks Editorial · 2026-07-06
• Best AM4 CPU Cooler in 2026: 5 Picks for Ryzen Builds — The best AM4 CPU coolers of 2026 for Ryzen 5600G / 5700X / 5800X builds — DeepCool AK620, Noctua NH-U12S, ML240L AIO, AC Infinity S7… Mike Perry · 2026-07-06 · 10 min read
• Reviving the LAN Party in 2026: Arcade Sticks, Classic Consoles, and Local Multiplayer — How to host a retro LAN party in 2026 — network gear, still-playable PC classics, arcade sticks, mini consoles, and the pre-party… Mike Perry · 2026-07-06 · 9 min read
• Imaging Vintage IDE Drives in 2026: A CompactFlash + USB Adapter Workflow — The safe, reproducible workflow for imaging a dying vintage IDE hard drive in 2026 using a Unitek IDE-to-USB adapter, ddrescue, and a… Mike Perry · 2026-07-06 · 10 min read
• Best Raspberry Pi Projects for College Students in 2026: 8 Builds on a Pi 4 8GB — Eight practical Raspberry Pi 4 8GB projects for college students in 2026 — network ad-blocker, personal cloud, retro emulation, local AI… Mike Perry · 2026-07-06 · 10 min read
• Build a 3D-Printed Cyberdeck Music Workstation on a Raspberry Pi 4 — How to build a self-contained 3D-printed cyberdeck music workstation on a Raspberry Pi 4 8GB — realistic BOM, Linux audio stack picks, and… Mike Perry · 2026-07-06 · 9 min read
• Can a Raspberry Pi 4 Run the Oomwoo Open-Source Robot Vacuum Brain? — Oomwoo is a 3D-printed, cloud-free open-source robot vacuum. Here's whether a Raspberry Pi 4 8GB can drive its mapping and navigation… Mike Perry · 2026-07-06 · 9 min read
• A Practical Look at the PlayStation Architecture — and Why It Still Matters — A new practical breakdown of the original PlayStation architecture explains why its design still shapes collecting, emulation, and… Mike Perry · 2026-07-06 · 9 min read
• Raspberry Pi OS Now Ships on Linux 6.18 LTS With Performance Gains — Raspberry Pi OS moved to Linux 6.18 LTS this week — Phoronix measured real I/O and thermal gains on Pi 4 and Pi 5 boards. Mike Perry · 2026-07-06 · 2 min read
• Logitech Gaming Mouse Deals Hit 47% Off for Prime Day 2026 — Amazon Prime Day 2026 opens with Logitech gaming and productivity gear at up to 47% off list, per Tom's Hardware coverage. Mike Perry · 2026-07-06 · 1 min read
• RTX 3060 12GB vs Ryzen 5 5600G iGPU for Entry Local LLM Inference — Ryzen 5 5600G iGPU vs a discrete RTX 3060 12GB for entry-tier local LLM inference — throughput numbers and the upgrade path. Mike Perry · 2026-07-06 · 9 min read
• Best CPU for a Budget AI + Gaming Rig: Ryzen 7 5700X vs 5800X vs 5600G — Ryzen 7 5700X vs 5800X vs 5600G for a budget AI + gaming build: clocks, TDP, benchmarks, and the correct pick per use case. Mike Perry · 2026-07-06 · 9 min read
• Best GPU for Local LLMs Under $400: Why the RTX 3060 12GB Beats the 8GB Trap — The RTX 3060 12GB beats every 8GB card on real local-LLM workloads under $400 — VRAM math, throughput, and buying advice. Mike Perry · 2026-07-06 · 9 min read
• Claude Code + Fable 5 Ported Command & Conquer to iOS in Hours: What Local Coding Rigs Need — What hardware does an agentic AI coding workflow actually need in 2026 — reference build for the hybrid local-plus-cloud rig. Mike Perry · 2026-07-06 · 9 min read
• Proprietary Models See Your Business: The Case for a Local Ryzen + RTX 3060 Rig — A local RTX 3060 12GB and Ryzen host keeps prompts and documents on-device — the case for staying private in 2026. Mike Perry · 2026-07-06 · 9 min read
• Microsoft's Copilot Super App vs a Local RTX 3060 Ollama Box in 2026 — Copilot super-app vs a local RTX 3060 12GB Ollama box in 2026: privacy, latency, and cost, side-by-side. Mike Perry · 2026-07-06 · 9 min read
• Why Local RAG Beats Cloud Agents at Follow-Up Questions on an RTX 3060 — On a 12GB RTX 3060, a clarify-then-retrieve local RAG loop beats cloud agents on ambiguous queries at conversational latency. Mike Perry · 2026-07-06 · 9 min read
• Baidu Unlimited OCR Runs Locally: Document AI on an RTX 3060 12GB — A 12GB RTX 3060 runs Baidu-style vision OCR at q4/q5 with real throughput — page rates, VRAM math, and cloud break-even. Mike Perry · 2026-07-06 · 10 min read
• Oomwoo Is a New Open-Source Robot Vacuum You Can 3D Print — Oomwoo is an open-source robot vacuum built on Raspberry Pi and 2D LiDAR that runs fully offline—no cloud dependency, no vendor lock-in… SpecPicks Editorial · 2026-07-06
• Acti Brings AI Agents Into Your Smartphone Keyboard — Acti embeds stateful AI agents into the smartphone keyboard, enabling on-device drafting, translation, and intent prediction without cloud… SpecPicks Editorial · 2026-07-06
• Best PC Gaming Peripherals in 2026: 5 Picks for Keyboard, Audio, and Control — A tested 5-pick guide to the best PC gaming peripherals in 2026 — from a $28 wireless keyboard combo to a studio-grade USB microphone. Mike Perry · 2026-07-05 · 14 min read
• Retro Gear Cables Melting Into Cases: Causes and Fixes — PVC plasticizer migration causes vintage cables to fuse with adjacent plastics over decades. Here is why it happens and how collectors… SpecPicks Editorial · 2026-07-05
• Best Plug-and-Play Retro Console and Handheld to Buy in 2026: 5 Ranked Picks — Editorial synthesis on what is the best plug-and-play retro console to buy in 2026 — best plug and play retro console 2026 with cited… Mike Perry · 2026-07-05 · 13 min read
• Linux Now Boots on a Sega Genesis — Here's What That Actually Means — Editorial synthesis on how did someone get linux running on a sega genesis — linux on sega genesis with cited sources and current-year… Mike Perry · 2026-07-05 · 11 min read
• Intel Preps Two 22-Core Nova Lake-S SKUs With Game-Boosting Cache — Editorial synthesis on what are intel's new nova lake-s 22-core game cache cpus — nova lake-s 22-core game cache with cited sources and… Mike Perry · 2026-07-05 · 11 min read
• Best Budget Gaming Headset Under $60: Turtle Beach Recon 50 vs BERIBES vs TAGRY — Editorial synthesis on what is the best budget gaming headset under 60 dollars — best budget gaming headset under 60 with cited sources… Mike Perry · 2026-07-05 · 13 min read
• Quietest AM4 CPU Cooler in 2026: Noctua NH-U12S vs DeepCool AK620 vs AC Infinity — Editorial synthesis on what is the quietest cpu cooler for an am4 ryzen build — quietest am4 cpu cooler with cited sources and… Mike Perry · 2026-07-05 · 13 min read
• Best USB Microphone for Streaming in 2026: HyperX QuadCast 2 vs Blue Yeti — Editorial synthesis on hyperx quadcast 2 or blue yeti for streaming — hyperx quadcast 2 vs blue yeti with cited sources and current-year… Mike Perry · 2026-07-05 · 14 min read
• Best SATA SSD for a PS4 Upgrade in 2026: BX500 vs 870 EVO vs WD Blue — Editorial synthesis on which sata ssd is best for upgrading a ps4 — best sata ssd for ps4 upgrade with cited sources and current-year… Mike Perry · 2026-07-05 · 13 min read
• Adding a Manual Shifter to Your Sim Rig: Is the Thrustmaster TH8A Worth It for the G29? — Editorial synthesis on is the thrustmaster th8a shifter worth adding to a logitech g29 — thrustmaster th8a for logitech g29 with cited… Mike Perry · 2026-07-05 · 13 min read
• KOORUI 4K QD-Mini LED vs Samsung Odyssey 4K: Best Budget 4K Gaming Monitor in 2026? — Head-to-head review of the KOORUI 27" 4K QD-Mini LED vs Samsung 27" Odyssey 4K in 2026. Color, HDR, response time, and per-dollar value… Mike Perry · 2026-07-05 · 10 min read
• Intel Nova Lake-S 22-Core vs AMD Ryzen 7 5800X: Is the Cache Chip Worth Upgrading? — Intel's 22-core Nova Lake-S with game cache vs the AMD Ryzen 7 5800X. Real 1080p and 1440p benchmarks, upgrade cost math, and when the AM4… Mike Perry · 2026-07-05 · 10 min read
• CompactFlash as a Boot Disk: A Silent, Reliable Drive for Your Win98 Retro Rig — Full guide to using a CompactFlash card as the boot disk on a Windows 98 retro PC. IDE adapter choice, partitioning, tuning, and the… Mike Perry · 2026-07-05 · 10 min read
• Build a Pocket Retro Emulation Handheld on the Raspberry Pi Zero W in 2026 — Full build guide for a pocket-sized retro emulation handheld on the Raspberry Pi Zero W. NES/SNES/Genesis/GBA/PS1 support, 4-8 hour… Mike Perry · 2026-07-05 · 10 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Realistic tok/s Numbers — Real tok/s benchmarks for local LLMs on the Raspberry Pi 4 8GB. Which models fit, what they cost in wall time, and where a $300 RTX 3060… Mike Perry · 2026-07-05 · 9 min read
• pxpipe Cuts Claude Code Token Costs Up to 70%: How It Works, When to Go Local — pxpipe promises 70% token savings by encoding prompts as PNGs. We measure the actual savings, quality hits, and compare to running a local… Mike Perry · 2026-07-05 · 9 min read
• AI Bug-Hunting Surged: Running a Local Security-Scanner LLM on 12GB VRAM — Local LLM code auditing on a $300 RTX 3060 12GB. Which models work, throughput on realistic repos, and where cloud APIs still beat the… Mike Perry · 2026-07-05 · 9 min read
• Leanstral 1.5 on the RTX 3060 12GB: Open Math and Code on a Budget GPU — Leanstral 1.5 lands on the RTX 3060 12GB at 32-40 tok/s in q4_K_M. We benchmark it on formal math, code completion, and reasoning against… Mike Perry · 2026-07-05 · 10 min read
• Acti Puts AI Agents in Your Keyboard: On-Device vs Local-GPU Inference — Acti crams an AI agent into a phone keyboard. We compare it head-to-head with an RTX 3060 12GB local rig on tok/s, quality, and battery vs… Mike Perry · 2026-07-05 · 10 min read
• RTX 4080M Desktop Build: 100W Gaming vs. RX 9070 GRE — An RTX 4080M desktop card — salvaged mobile silicon on a custom PCB — hits just 100W in gaming but trails the RX 9070 GRE by 15–20% in… SpecPicks Editorial · 2026-07-05
• The KVM That Runs a Pentium 4 Instead of a Raspberry Pi — An open-source KVM project swaps the usual Raspberry Pi brain for a Pentium 4, gaining native x86 compatibility at the cost of power… SpecPicks Editorial · 2026-07-05
• Building a Sim Racing Cockpit Under $500: Logitech G29 + Thrustmaster TH8A Shifter — Build a sim racing cockpit under $500 with the Logitech G29 and Thrustmaster TH8A shifter. Compatibility, mounting, and setup steps inside. Mike Perry · 2026-07-05 · 11 min read
• Running Windows XP Off a 2.5-inch SATA SSD via an IDE Adapter (2026 Guide) — Boot Windows XP off a 2.5-inch SATA SSD using an IDE bridge board. Adapter picks, partition alignment, and measured boot times inside. Mike Perry · 2026-07-05 · 10 min read
• Best Budget AM4 Gaming Build Parts in 2026 — The best budget AM4 gaming build in 2026 pairs the RTX 3060 12GB with a Ryzen 5000 CPU. Full parts list, price ranges, and pitfalls. Mike Perry · 2026-07-05 · 11 min read
• Best Streaming Setup Gear for Beginners in 2026 — Start streaming in 2026 without wasting money. We pick the mic, webcam, ring light, and headphones a beginner actually needs, ranked and… Mike Perry · 2026-07-05 · 11 min read
• The Hackaday Europe 2026 Retro PC Build: What They Actually Built and Why It Matters — Hackaday Europe 2026 in Berlin featured a live-restored 486DX build using CompactFlash on IDE, a modern SATA SSD via IDE bridge, and… Mike Perry · 2026-07-05 · 9 min read
• Why NVIDIA's New AI Servers Use Hot-Tub Coolant — NVIDIA's next-gen AI servers run hotter than air can handle. The industry answer — direct liquid cooling with 45-55°C "warm-water" loops… Mike Perry · 2026-07-05 · 9 min read
• Sony to End Physical PlayStation Disc Production by 2028: What It Means for Retro Collectors — Sony confirmed it will end physical PlayStation disc production by 2028. Prices on sealed retro PS titles are already up 30% since the… Mike Perry · 2026-07-05 · 9 min read
• Best SATA SSD for a Retro Windows XP or 98 Build (2026) — The Samsung 870 EVO and Crucial BX500 are the safe SATA SSDs for retro Win XP/98 builds in 2026. Skip QLC drives and stick with SLC-cached… Mike Perry · 2026-07-05 · 10 min read
• Best GPU for Running Llama 3 8B Locally Under $350 (2026) — Under $350 the RTX 3060 12GB is the only serious answer for running Llama 3 8B locally in 2026. Here's the specific model picks, the tok/s… Mike Perry · 2026-07-05 · 10 min read
• vLLM on a Single RTX 3060 12GB: Batched Serving Numbers and When It's Worth It (2026) — vLLM turns a single RTX 3060 into a small serving box with 2-3x higher aggregate throughput than llama.cpp at scale. Here's where the… Mike Perry · 2026-07-05 · 9 min read
• How Much VRAM Does 32k Context Use on an RTX 3060 12GB? (2026) — Long context on a 12GB RTX 3060 is a memory game, not a compute one. Here's exactly how big the KV cache gets at 8k, 16k, and 32k on Llama… Mike Perry · 2026-07-05 · 9 min read
• Fable 5 Cloud vs an RTX 3060 12GB Local Rig: Is Local Still Worth It in 2026? — Fable 5 changes the ceiling on cloud LLM quality, but a used RTX 3060 12GB still wins for latency-sensitive work, private data, and… Mike Perry · 2026-07-05 · 9 min read
• Ryzen 5 5600G vs RTX 3060 12GB for Entry Local LLM Inference (2026) — The Ryzen 5 5600G runs Llama-class models on the CPU for cheap; the RTX 3060 12GB blows past it on tokens per second. Here is where each… Mike Perry · 2026-07-05 · 14 min read
• GLM-5.2: The Open-Weights Model Built for Long-Horizon Agentic Tasks — GLM-5.2's long-horizon tuning changes local VRAM math — here's what fits on a 12GB RTX 3060, what breaks at low quants, and where a bigger… Mike Perry · 2026-07-05 · 10 min read
• Enthusiast Hides Gaming PC Inside Living Room Fan — An enthusiast stripped the AtomMan G7 mini PC from its chassis and rebuilt it inside a Dreo tower fan using 3D-printed brackets, hiding a… SpecPicks Editorial · 2026-07-05
• AOC U27G4XM 4K 160Hz Review: Speed, Flexibility, Value — The AOC U27G4XM pairs 4K resolution with 160Hz Fast IPS, FreeSync Premium Pro, and HDMI 2.1 at a price that undercuts comparable LG and… SpecPicks Editorial · 2026-07-05
• Logitech G29 vs HORI Force Feedback: Best Beginner Sim-Racing Wheel in 2026 — Logitech G29 vs HORI Force Feedback DLX for beginners in 2026: platform support, FFB feel, included pedals, and which entry wheel is worth… Mike Perry · 2026-07-05 · 10 min read
• Is the RTX 3060 12GB Still the Best Budget 1080p GPU in 2026? — Is the RTX 3060 12GB still worth buying for 1080p gaming in 2026? Public benchmarks, VRAM math, CPU pairings and honest ray-tracing… Mike Perry · 2026-07-05 · 11 min read
• Imaging a 90s IDE Hard Drive with a SATA/IDE-to-USB Adapter: The Retro-PC Data-Rescue Workflow — The safest 2026 workflow for imaging a 90s IDE hard drive: SATA/IDE-to-USB adapter, ddrescue, and deploying the recovered system to… Mike Perry · 2026-07-05 · 13 min read
• Best Budget SATA SSD for Gaming in 2026 — Best budget SATA SSDs for gaming in 2026 — real game load times, endurance ratings, and picks for storage tiers from 500 GB to 2 TB. Mike Perry · 2026-07-05 · 8 min read
• Ryzen 7 5700X vs 5800X for a 2026 Gaming and Streaming Build — The Ryzen 7 5700X and 5800X are close in gaming but differ on power, thermals, and price. Full 2026 comparison for a gaming and streaming… Mike Perry · 2026-07-05 · 6 min read
• Best CPU Cooler for a Ryzen 7 5800X (AM4) in 2026 — The Ryzen 7 5800X's high hotspot temperature demands a real cooler. Full 2026 shortlist ranked by noise, thermals, ITX fit, and price. Mike Perry · 2026-07-05 · 6 min read
• Why Retro Cables Are Melting Into Their Cases in Storage — PVC plasticizers migrate over 20-30 years, turning retro cables sticky or brittle. What's happening, which gear is worst-hit, and how to… Mike Perry · 2026-07-05 · 7 min read
• Ryzen 7 5800X3D vs Core i7-14700K: DDR4's Last Big Fight — AM4's 5800X3D and LGA1700's 14700K are both still shipping. Real 2026 benchmarks, platform costs, and which wins for a DDR4 gaming or… Mike Perry · 2026-07-05 · 6 min read
• ComfyUI on an RTX 3060 12GB: Local Stable Diffusion Setup and Real Throughput — A 12GB RTX 3060 handles SDXL and Flux Schnell in ComfyUI at usable speeds. Full install, real throughput numbers, and VRAM budgeting for… Mike Perry · 2026-07-05 · 6 min read
• Jan vs LM Studio: The Best No-Terminal Local LLM App for an RTX 3060 (2026) — Jan and LM Studio both wrap llama.cpp with a friendly GUI. Here's how they compare on a 12GB RTX 3060 for setup, throughput, and long-term… Mike Perry · 2026-07-05 · 6 min read
• GPT and Claude Flunked Bridgewater's Finance Test — Why a Local RAG Box Fills the Gap — Bridgewater's finance benchmark showed frontier LLMs miss private-data context. A local RTX 3060 RAG box fixes that with real retrieval… Mike Perry · 2026-07-05 · 7 min read
• Microsoft's Copilot Goes Agentic — Run Your Own Agent Locally on an RTX 3060 — Copilot's new Autopilot mode raises the local-agent bar. Here's how a 12GB RTX 3060 box runs the same tool-calling loop on Qwen2.5-14B and… Mike Perry · 2026-07-05 · 8 min read
• Tesla Capped AI Spend at $200/Week — Build a Local Inference Box for Less — A one-time ~$600 RTX 3060 12GB build runs 8B and 14B models at usable speeds and pays off in weeks against a $200/week cloud AI cap. Mike Perry · 2026-07-05 · 9 min read
• What Is Mistral AI? The OpenAI Rival Explained (2026) — Mistral AI is a Paris-based open-weight LLM company whose models rival GPT-3.5 and run locally on consumer GPUs—here's everything… SpecPicks Editorial · 2026-07-05
• Mouse Wheel Scrolling Wrong Direction? Here's the Fix — Mouse wheel scrolling backwards? The three most common causes — Windows settings, driver conflicts, and encoder wear — each have a fast… SpecPicks Editorial · 2026-07-04
• Best 27-Inch 4K Gaming Monitor: KOORUI QD-Mini LED vs Samsung Odyssey — KOORUI 27-inch QD-Mini LED vs Samsung 27-inch Odyssey 4K — the panel-tech, GPU-pairing, and HDR reality check you need before buying a… Mike Perry · 2026-07-04 · 12 min read
• Silent Cooling for a Retro Sleeper PC: Fitting a Modern Quiet Fan to a Vintage Case — Cut a retro PC from 40 dB to under 25 dB with modern low-RPM 80mm or 92mm fans, an external quiet-cooling shroud, and an SSD replacement… Mike Perry · 2026-07-04 · 12 min read
• CompactFlash as an IDE Hard Drive for Your Win98 Retro Build — Replace a dying IDE hard drive in a Windows 98 retro PC with a CompactFlash card in fixed-disk mode. Pick the right card, image on a… Mike Perry · 2026-07-04 · 12 min read
• Build a Wireless Fingerprint Door Lock on a Raspberry Pi Zero W — Build a wireless fingerprint door lock on a Raspberry Pi Zero W. Complete BOM, wiring, security hardening, and multi-door hub setup. Mike Perry · 2026-07-04 · 9 min read
• This Open-Source KVM Runs a Pentium 4 Instead of a Raspberry Pi — An open-source KVM built on a Pentium 4 instead of a Raspberry Pi: why x86 native matters for legacy OSes and where the Pi 4 still wins. Mike Perry · 2026-07-04 · 8 min read
• Logitech Slashes Gaming Mouse Prices up to 47% for Prime Day — Logitech's Prime Day 2026 gaming mouse deals hit up to 47% off. Full setup pairing suggestions, live-price checks, and the fine print. Mike Perry · 2026-07-04 · 8 min read
• Best GPU for Local Stable Diffusion Under $400: Why the RTX 3060 12GB Still Wins — Best sub-$400 GPU for local Stable Diffusion in 2026: why the RTX 3060 12GB still wins over faster 8GB alternatives. Mike Perry · 2026-07-04 · 9 min read
• pxpipe Hides Prompts in PNGs to Cut Claude Code Tokens 70% — Or Just Run Local on an RTX 3060 — pxpipe reduces Claude Code token spend ~70% by encoding prompts as PNGs. Here's the local-3060 alternative and where each fits. Mike Perry · 2026-07-04 · 9 min read
• RTX 5090 Prebuilt vs a $700 RTX 3060 Local-LLM Box: What Extra VRAM Actually Buys — RTX 5090 prebuilt vs a $700 hand-built RTX 3060 12GB local-LLM box: quant fit, tok/s at every model size, and where the money actually goes. Mike Perry · 2026-07-04 · 9 min read
• AI Bug-Hunters Are Flooding Security Reports: Running a Local Code-Audit LLM on an RTX 3060 — How to run a local code-audit LLM on an RTX 3060 12GB: quant matrix, real throughput on a Ryzen 7 5800X host, and where the wall is. Mike Perry · 2026-07-04 · 9 min read
• Mistral Leanstral 1.5: Running the New Open Math Model on a 12GB RTX 3060 — Mistral's Leanstral 1.5 runs on a 12GB RTX 3060 at q4 with room for a 16K context. Quant matrix, real tok/s, and where the 5600G falls… Mike Perry · 2026-07-04 · 9 min read
• Linux vs Windows 11: AMD Ryzen 9 9950X3D Performance — Community benchmarks consistently show Linux delivering competitive or superior results over Windows 11 on the Ryzen 9 9950X3D, driven by… SpecPicks Editorial · 2026-07-04
• 4K@60fps USB Video Capture on Linux: What Works in 2026 — Linux kernel 6.x and OBS Studio updates have made 4K@60fps USB video capture meaningfully more stable — here is what works, what does not… SpecPicks Editorial · 2026-07-04
• Intel Arc Pro B70 Linux Gaming Performance 2026 — Intel's Arc Pro B70 on Linux: what Phoronix data and community benchmarks show about Vulkan gaming and XeSS 2.0 performance on the… SpecPicks Editorial · 2026-07-04
• OpenAI Tripled Revenue to $5.7B but Burned $3.7B: What It Means for Local AI — OpenAI's Q1 2026 numbers say hosted AI is real and expensive to serve. Here's the local-AI angle: what an RTX 3060 build actually runs… Mike Perry · 2026-07-04 · 9 min read
• Glide on Modern PCs: dgVoodoo2 + nGlide for 3dfx-Era Games (2026) — Run 3dfx Glide-era games on a modern PC with dgVoodoo2, nGlide, and per-title tweaks — full setup walkthrough for 2026. Mike Perry · 2026-07-04 · 8 min read
• Bridging Retro Audio: Sound Blaster Legacy to a Modern Sound BlasterX G6 — Bridge Sound Blaster retro-PC audio to a modern DAC like the Sound BlasterX G6 for clean output across DOS + Windows-era games. Mike Perry · 2026-07-04 · 7 min read
• Self-Host a 24/7 FM Radio Station on a Raspberry Pi Zero 2W — Self-host a 24/7 FM radio station on a Raspberry Pi Zero 2W with liquidsoap + Icecast, playlist rotation, and legal notes. Mike Perry · 2026-07-04 · 8 min read
• Build a Motion-Triggered Trail Camera With the Raspberry Pi HQ Camera (2026) — Build a motion-triggered trail camera with the Raspberry Pi HQ Camera — PIR wiring, capture code, power, and enclosure. Mike Perry · 2026-07-04 · 8 min read
• Raspberry Pi OS Moves to Linux 6.18 LTS: What Changes for Pi Builders — What the Raspberry Pi OS Linux 6.18 LTS + LabWC update actually changes for Pi builders, plus the upgrade path. Mike Perry · 2026-07-04 · 8 min read
• GLM-5.2's Long-Horizon Agent Mode: Running It Locally in 2026 — How to run GLM-5.2's long-horizon agent mode on a 12GB RTX 3060, KV-cache tricks, and where the 32B tier stops making sense. Mike Perry · 2026-07-04 · 8 min read
• llama.cpp vs Ollama vs vLLM on a 12GB RTX 3060 (2026) — Head-to-head: llama.cpp, Ollama, and vLLM on a 12GB RTX 3060 — single-user tok/s, concurrent throughput, and setup cost. Mike Perry · 2026-07-04 · 9 min read
• Can a 12GB RTX 3060 Run a 70B LLM? The Offload Reality Check — Can a 12GB RTX 3060 actually run a 70B parameter LLM? The offload math, the real tok/s numbers, and where the money goes. Mike Perry · 2026-07-04 · 9 min read
• Which LLMs Fit a 12GB RTX 3060? Per-Model VRAM Cheat Sheet (2026) — Per-model VRAM math for a 12GB RTX 3060: which LLMs fit fully at q4, which need offload, and the practical shortlist. Mike Perry · 2026-07-04 · 9 min read
• Run Local LLMs on a Ryzen 5 5600G With No GPU (2026) — How fast a Ryzen 5 5600G runs local LLMs with no discrete GPU, RAM planning, and when the 3060 upgrade is worth it. Mike Perry · 2026-07-04 · 9 min read
• Samsung 256GB microSD Drops to $47.99 — 40% Off Storage Deal — Samsung's 256 GB EVO Select microSD hit $47.99 (40% off) — here's who should grab it, why a SATA SSD still wins for desktop storage, and… Mike Perry · 2026-07-04 · 10 min read
• Ryzen 7 5800X vs Ryzen 5 5600G for a Budget Local-AI Workstation — AM4's cheapest local-AI decision comes down to two Zen 3 chips. Here's the head-to-head on cores, cache, iGPU, GPU pairing, and real… Mike Perry · 2026-07-04 · 10 min read
• Best SSD for a Raspberry Pi 5 Boot Drive in 2026 — The SD card is the last real bottleneck on a Raspberry Pi 5. Here's how NVMe on the M.2 HAT+ and SATA-over-USB compare on boot time… Mike Perry · 2026-07-04 · 10 min read
• MAYFLASH F300 vs GameSir G7 SE: Best Controller for PC Fighting Games (2026) — MAYFLASH F300 vs GameSir G7 SE for PC fighting games in 2026 — layout, modding, and real execution differences broken down. Mike Perry · 2026-07-04 · 10 min read
• Samsung 870 EVO vs Crucial BX500: Best Budget SATA SSD for a 2026 Build — Samsung 870 EVO vs Crucial BX500 in 2026 — sustained writes, endurance, and real desktop feel compared for a 1TB SATA build. Mike Perry · 2026-07-04 · 10 min read
• AVX-512 Speeds Up Linux Software RAID by Up to 41% on AMD Ryzen — Linux kernel patches now use AVX-512 for md RAID XOR and syndrome math. Ryzen 7000/9000 desktops gain ~41% on parity rebuild and ~22% on… Mike Perry · 2026-07-04 · 10 min read
• Jellyfin on a Ryzen 5 5600G: 4K Transcoding on a $400 Mini-Server (2026) — A Ryzen 5 5600G or 5700G plus 32GB DDR4 and dual SATA SSDs makes a Jellyfin server that handles 4K HEVC transcode for $380-460. Full parts… Mike Perry · 2026-07-04 · 10 min read
• A New Benchmark Says AI Fails at Real Knowledge Work — Does a Bigger Local Rig Help? — Scale AI's GDPval benchmark exposes real knowledge-work gaps in every model. A bigger local rig helps at the margins, but VRAM is not the… Mike Perry · 2026-07-04 · 10 min read
• OpenAI Codex Now Repeats a Task After Watching Once — Local Agentic Alternatives — OpenAI's watch-once Codex sets a new bar for agentic coding. Here is what an RTX 3060 12GB can and cannot reproduce with open weights in… Mike Perry · 2026-07-04 · 11 min read
• Can a Modern Sound Blaster G6 Replace an AWE64 for Retro PC Audio? — The Sound BlasterX G6 vs a period AWE64 for retro PC audio in 2026 — where the G6 wins for Windows XP-era gaming, and why DOS still needs… Mike Perry · 2026-07-04 · 13 min read
• Best Game Controllers for Every Platform in 2026 — Cross-platform daily driver, wired PC precision, fighting stick, Switch pad, and a $40 retro gem — the five game controllers worth buying… Mike Perry · 2026-07-04 · 14 min read
• Best Budget SATA SSD for a Retro PC Build in 2026 — Best budget SATA SSD for a 2026 retro PC build: Crucial BX500 1TB at $85 behind a $12 SATA-to-IDE bridge is the answer. Mike Perry · 2026-07-04 · 6 min read
• Adafruit Reverse-Engineers the Creative Katana V2X Soundbar — Adafruit teardown of the Creative Katana V2X reveals a Cortex-M4 with debug pads. Pair with a Pi 4 for a maker weekend project. Mike Perry · 2026-07-04 · 4 min read
• 256GB microSD Drops to $32 — but for a Game Library, a SATA SSD Still Wins — Samsung 256GB microSD is $32 this week. For a retro-PC game library the Crucial BX500 1TB SATA is still the better buy. Here is why. Mike Perry · 2026-07-04 · 4 min read
• Building a Period-Correct 1998 Voodoo2 SLI Rig (and Imaging Its Boot Drive) — Building a period-correct 1998 Voodoo2 SLI PC in 2026: parts list, SLI wiring, CompactFlash boot workflow, and 30 hours of Q2 SLI logged. Mike Perry · 2026-07-04 · 7 min read
• Self-Hosting Jellyfin on a Raspberry Pi 4 8GB: Real Performance — How the Raspberry Pi 4 8GB holds up as a self-hosted Jellyfin server in 2026: transcoding limits, SSD storage, direct-play tips, and power… Mike Perry · 2026-07-04 · 14 min read
• llama.cpp vs Ollama vs LM Studio on an RTX 3060 12GB (2026) — llama.cpp vs Ollama vs LM Studio on an RTX 3060 12GB: benchmark table, feature matrix, and which one to pick for which workflow. Mike Perry · 2026-07-04 · 7 min read
• OpenAI Codex Now Records and Replays Your Workflow: the Local-Rig Angle — The minimum hardware to run OpenAI Codex record-and-replay locally: RTX 3060 12GB, Ryzen 7 5800X, and a dedicated SATA SSD for records. Mike Perry · 2026-07-04 · 7 min read
• Panther Lake NPU vs RTX 3060 12GB for Local LLM Inference — Is the Intel Panther Lake NPU enough for local LLMs, or do you still need an RTX 3060 12GB? Tokens per second, watts, and a verdict matrix. Mike Perry · 2026-07-04 · 11 min read
• Is the KOORUI 27" 4K QD-Mini LED Worth It for RTX 3060 Gaming? — The KOORUI's QD-Mini LED HDR-1400 outlives the 3060; DLSS Quality bridges the gap at 4K in AAA. Pair works if you want a monitor that… Mike Perry · 2026-07-04 · 11 min read
• Best CompactFlash and IDE-to-USB Adapters for Retro PC Builds (2026) — FIDECO's USB 3.0 SATA/IDE bridge is the everyday imaging cable; the Transcend CF133 is the reliable Win98 boot medium. All picks list on… Mike Perry · 2026-07-04 · 12 min read
• Best CPU Cooling for AMD Ryzen Builds in 2026 — The Noctua NH-U12S is the overall pick for stock Ryzen; the DeepCool AK620 wins on quiet white builds; the ML240L RGB is the value AIO… Mike Perry · 2026-07-04 · 12 min read
• Ryzen 5 5600G vs Ryzen 7 5800X for a Budget 2026 Build — The 5600G's iGPU makes it the smart pick if you're building without a discrete card. Get the 5800X when a GPU lands on day one — its extra… Mike Perry · 2026-07-04 · 11 min read
• Is the RTX 3060 12GB Still Worth It for Gaming in 2026? — The RTX 3060 12GB is still a defensible 1080p buy in 2026 if you find one discounted. 12GB VRAM beats 8GB cards in memory-hungry titles… Mike Perry · 2026-07-04 · 14 min read
• Build a Home NAS on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8GB with a USB3 SSD makes the cheapest always-on home NAS in 2026. Gigabit Ethernet is the ceiling — not the CPU. Full… Mike Perry · 2026-07-04 · 15 min read
• CompactFlash as an IDE Boot Drive: The Definitive Win98 Storage Guide — CompactFlash as an IDE boot drive is silent, cool, and period-correct — but only fixed-disk mode boots Win98 reliably. BIOS ceilings +… Mike Perry · 2026-07-04 · 13 min read
• Best SATA SSD for Gaming and Console Upgrades in 2026 — SATA SSDs remain the right call for PS4 upgrades, older laptops without M.2, and cheap high-capacity storage. The picks that survived a… Mike Perry · 2026-07-04 · 16 min read
• Best CPU Cooler for AM4 Ryzen in 2026 — Strong dual-tower air or 240mm AIO is the right cooler for a Ryzen 7 5800X in 2026. Stock coolers cover low-power Ryzens; higher-TDP chips… Mike Perry · 2026-07-04 · 14 min read
• The Budget Streaming Starter Kit: Mic, Light, and Webcam Under $250 — USB condenser mic, soft ring light, and 1080p webcam — the three variables viewers judge on. The right picks land the whole kit under $250… Mike Perry · 2026-07-04 · 13 min read
• Somebody Booted Linux on a Sega Genesis — Here's the Catch — A developer booted the Linux kernel on a Sega Mega Drive via its 7.6 MHz 68000. Proof-of-concept only — a Genesis Mini or Pi emulator… Mike Perry · 2026-07-04 · 12 min read
• ComfyUI on an RTX 3060 12GB: Stable Diffusion Throughput in 2026 — ComfyUI runs comfortably on 12GB RTX 3060 for SD 1.5 and SDXL in 2026. Batch renders and heavy upscaler stacks are where 16GB and 24GB… Mike Perry · 2026-07-04 · 12 min read
• llama.cpp vs vLLM for Single-User Local Chat on an RTX 3060 (2026) — llama.cpp fits GGUF quants in 12GB and is fast at single-stream latency. vLLM's throughput edge only pays off under concurrent load. Pick… Mike Perry · 2026-07-04 · 11 min read
• Building a Budget Local-AI Box: Ryzen 7 5800X + RTX 3060 12GB — AM4 Ryzen 7 5800X plus an RTX 3060 12GB is the sub-$1000 entry into private local inference in 2026. Exact parts, why they fit, and the… Mike Perry · 2026-07-04 · 14 min read
• Running a Local Bug-Hunting LLM on an RTX 3060 12GB — The RTX 3060 12GB holds a quantized 7B-to-14B code model with room for context — enough for reviewing individual files and diffs, not full… Mike Perry · 2026-07-04 · 13 min read
• Running Mistral Leanstral 1.5 Locally on an RTX 3060 12GB — A 4-bit or 5-bit K-quant of Mistral's math-and-code Leanstral 1.5 fits inside 12GB. Higher precisions push past the frame buffer and force… Mike Perry · 2026-07-04 · 13 min read
• OpenAI Codex Now Repeats Tasks From One Demo: Can a Local RTX 3060 Agent Match It? — OpenAI Codex now watch-and-repeats a task after one demo. We test whether an RTX 3060 12GB local agent can match it on tok/s, cost, and… Mike Perry · 2026-07-04 · 13 min read
• Best CPU for the RTX 3060 12GB (No Bottleneck) in 2026 — The Ryzen 7 5700X wins the FPS-per-dollar race for the RTX 3060 12GB in 2026 — head-to-head vs the 5600G and 5800X with benchmarks. Mike Perry · 2026-07-04 · 10 min read
• DualSense vs GameSir G7 SE for PC Gaming in 2026: Which Controller Wins? — The DualSense wins for wireless couch play with adaptive triggers; the GameSir G7 SE wins for wired, drift-proof competitive PC gaming at… Mike Perry · 2026-07-04 · 10 min read
• Per-Model GPU Requirements 2026: Which 7B-70B LLMs Actually Fit on 8GB, 12GB, and 24GB — Exact VRAM budgets for 7B to 70B LLMs on 8GB, 12GB, and 24GB GPUs in 2026: quant math, KV-cache overhead, and the cards that actually fit… Mike Perry · 2026-07-04 · 12 min read
• Ollama vs llama.cpp vs LM Studio on an RTX 3060 12GB: Which Local Runner Wins in 2026? — We benched Ollama, llama.cpp, and LM Studio on an RTX 3060 12GB for 2026 to settle which local runner is fastest, easiest, and most… Mike Perry · 2026-07-04 · 13 min read
• Windows NT Now Boots on the Nintendo GameCube: What the Homebrew Port Actually Runs — Windows NT now boots on a Nintendo GameCube in 2026 via a revived PowerPC homebrew port — proof-of-concept only, but a landmark for retro… Mike Perry · 2026-07-04 · 10 min read
• Sega's TMSS Explained: The Lock-Out Chip Behind the Genesis, and Why It Still Trips Up Reissues — Sega's TMSS boot check gated every Genesis cart on the string 'SEGA' — a trademark trick that shaped courtrooms, reissues, and lockout… Mike Perry · 2026-07-04 · 15 min read
• Best Budget Gaming Audio for 2026: Headsets, Earbuds, Mics and DACs — Best budget gaming audio for 2026 — a Turtle Beach Recon 50, HyperX QuadCast 2, Sound BlasterX G6, and TAGRY earbuds stack for under $210. Mike Perry · 2026-07-04 · 12 min read
• Best Sim Racing Setup for 2026: Wheels, Shifters and Pedals — Sim racing buying guide for GT7 and Assetto Corsa Competizione players: $300, $600 and $1500 builds with wheel, pedal, shifter and cockpit… Mike Perry · 2026-07-04 · 12 min read
• Ryzen 5 5600G vs Ryzen 7 5700X: Which Wins for Budget 1080p Gaming? — The 5600G's Vega 7 iGPU clears 90 fps at 1080p in CS2, Valorant, and Fortnite with no dGPU. Add an RTX 3060 12GB and the 5700X wins AAA by… Mike Perry · 2026-07-04 · 11 min read
• GameSir G7 SE vs DualSense for PC Gaming in 2026 — GameSir G7 SE or DualSense for PC gaming? Wired hall-effect value vs wireless haptics. Latency, ergonomics, and the buyer's verdict. Mike Perry · 2026-07-04 · 11 min read
• Modern Sound Cards on Retro Rigs: The Sound BlasterX G6 for Win9x and DOS Audio — The Sound BlasterX G6 is a great modern DAC for Win2K/XP retro rigs, but a real ISA Sound Blaster or PicoGUS is still required for… Mike Perry · 2026-07-04 · 14 min read
• Samsung's 256GB microSD Drops to $47.99 — and What It Means for Cheap Storage — Samsung's 256GB microSD is 40% off at $47.99. When it's the right buy — and when a SATA SSD like the Samsung 870 EVO wins on speed. Mike Perry · 2026-07-04 · 9 min read
• Is the KOORUI 27-inch 4K Mini-LED a Real Upgrade for Console Gaming? — The KOORUI 27" 4K QD-Mini LED delivers real 1,000-nit HDR and 300+ dimming zones for $499, a legitimate console-gaming upgrade over budget… Mike Perry · 2026-07-04 · 13 min read
• OpenAI Codex 'Watch Once, Repeat Forever': What It Means for Local Coding Rigs — OpenAI's Codex watch-once-repeat changes the coding-agent cost model. Here's how to approximate it locally on an RTX 3060 12GB with Aider… Mike Perry · 2026-07-04 · 9 min read
• Can a Ryzen 5 5600G Run Local LLMs With No GPU? CPU + iGPU Inference Tested — Can a Ryzen 5 5600G run local LLMs without a GPU? Measured tok/sec on 7B and 13B, iGPU offload tested, and the RAM-speed knob that matters… Mike Perry · 2026-07-04 · 9 min read
• Which GPU for Which LLM? A Per-Model VRAM Guide for 2026 — How much VRAM do you actually need for each LLM in 2026? A per-model map from 7B chat to 70B RAG, measured on an RTX 3060 12GB. Mike Perry · 2026-07-04 · 10 min read
• Samsung Odyssey 4K vs KOORUI QD-Mini LED: Best 4K Gaming Monitor? — Samsung Odyssey 4K vs KOORUI QD-Mini LED 27" — same $500 street price, wildly different panels. Our verdict for a 3060-tier 4K gaming… Mike Perry · 2026-07-04 · 11 min read
• Self-Hosted Home Assistant on a Raspberry Pi 4 8GB (2026 Build) — How to build a rock-solid Home Assistant server on a Raspberry Pi 4 8GB in 2026, with SSD boot, ~$30/year electricity, and local voice… Mike Perry · 2026-07-04 · 12 min read
• Period-Correct Win98 Build in 2026: CompactFlash, Drivers, Glide — A period-correct Windows 98 build in 2026 — CompactFlash boot, correct chipset drivers, Glide via wrapper. The complete guide with parts… Mike Perry · 2026-07-04 · 12 min read
• Best Game Controllers for PC, Retro & Handheld in 2026 — The best PC, retro, and handheld controllers of 2026 — DualSense, GameSir G7 SE, 8BitDo Pro 2, SN30 Pro, and HORIPAD, tested and ranked. Mike Perry · 2026-07-04 · 12 min read
• Ryzen 7 5700X + RTX 3060 12GB: The Best Value 1080p Combo in 2026 — The Ryzen 7 5700X pairs with an RTX 3060 12GB to deliver the best 1080p value combo of 2026. Real fps, real watts, and a real upgrade path. Mike Perry · 2026-07-04 · 12 min read
• SteamOS Boots on Intel Hardware: Enthusiast Hack Lands — A community patch lands SteamOS on Intel hardware for the first time. It boots, it plays games, and it exposes Valve's quiet AMD-first… Mike Perry · 2026-07-04 · 10 min read
• Intel Kills BigDL: The Local-LLM Path Forward in 2026 — Intel is retiring BigDL, the runtime behind IPEX-LLM. Here's what actually breaks for Arc GPU owners and why a 12GB RTX 3060 is still the… Mike Perry · 2026-07-04 · 10 min read
• DeepSeek on the US Entity List: Running V4 Locally in 2026 — DeepSeek's US Entity List designation restricts commerce with the company, not your download of the open weights. Here's what a 12GB card… Mike Perry · 2026-07-04 · 10 min read
• Build a Home AI Assistant on a Raspberry Pi 4 8GB in 2026 — Can a Raspberry Pi 4 8GB run a local AI assistant? Yes — 1-3B models at 3-8 tok/s. The trick is a two-tier setup with a desktop for heavy… Mike Perry · 2026-07-04 · 9 min read
• Best Controller for Emulation and Fighting Games in 2026 — The best controllers for emulation and fighting games in 2026. Five picks with d-pad accuracy scores, per-platform setup, and pitfalls to… Mike Perry · 2026-07-04 · 9 min read
• HyperX QuadCast 2 vs Blue Yeti for Streaming & Podcasting (2026) — The HyperX QuadCast 2 wins on vocals and modern USB-C; the Blue Yeti wins on multi-host podcast flexibility. Here's how to pick for your… Mike Perry · 2026-07-04 · 9 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget Gaming Build — Ryzen 5 5600G vs Ryzen 7 5700X for a budget AM4 build: the answer hinges on whether you own a discrete GPU. Here's the diagnostic and the… Mike Perry · 2026-07-04 · 9 min read
• Ryzen 7 9800X3D Hits Record-Low Price — and the 5800X Value Case — The 9800X3D just hit a record-low street price. It's the fastest gaming CPU per dollar for fresh builds — but the 5800X drop-in still wins… Mike Perry · 2026-07-04 · 9 min read
• GLM-5.2 vs Frontier Models on GDPval-AA: What It Means for Local Builders — GLM-5.2 lands within striking distance of GPT-4.1 and Claude Opus on agentic tasks. Here's when self-hosting beats a cloud API. Mike Perry · 2026-07-04 · 10 min read
• KOORUI 27" QD-Mini LED vs Samsung Odyssey: Best 4K Pick — KOORUI 27" QD-Mini LED vs Samsung 27" Odyssey 4K — dual-mode 160/320Hz vs Fast IPS 144Hz, HDR400 vs HDR1400, and the pick per use case in… Mike Perry · 2026-07-04 · 10 min read
• Build a Jellyfin Media Server on a Raspberry Pi 4 8GB in 2026 — Build a Jellyfin server on a Raspberry Pi 4 8GB in 2026 — codec transcoding limits, storage strategy, and the exact point where the Pi 5… Mike Perry · 2026-07-04 · 10 min read
• Per-Model Hardware Picker: Matching 7B-70B LLMs to Your GPU — Run a 7B, 14B, 32B, or 70B open LLM locally? The exact VRAM math and consumer GPU shortlist that keeps quality high on any budget in 2026. Mike Perry · 2026-07-04 · 12 min read
• RTX 3060 12GB vs Ryzen 5600G iGPU: Best 1080p Entry Path — RTX 3060 12GB vs Ryzen 5600G iGPU for 1080p gaming in 2026 — real FPS numbers, the exact break-even titles, and which build actually pays… Mike Perry · 2026-07-04 · 9 min read
• Direct3D vs OpenGL vs Glide: The API War That Shaped PC Gaming — Direct3D vs OpenGL vs Glide — how 3dfx dominated Voodoo-era 3D, why Direct3D caught up, and how to relive Glide games in 2026 with… Mike Perry · 2026-07-04 · 14 min read
• SteamOS Boots on Intel Hardware in Community Hack — Community devs got SteamOS booting on Intel hardware — what actually works, what breaks, and whether it is worth trying on your handheld… Mike Perry · 2026-07-04 · 9 min read
• Raspberry Pi OS Moves to the Linux 6.18 LTS Kernel — Raspberry Pi OS jumped to Linux 6.18 LTS — the upgrade path, the driver risks, and what actually improves on Pi 4 and Pi 5 hardware in 2026. Mike Perry · 2026-07-04 · 9 min read
• GPT-5.5-Cyber vs Mythos: Can You Run Cyber-Eval Models Locally? — GPT-5.5-Cyber and Mythos stay closed, but a Qwen 3 14B fits an RTX 3060 12GB at q4_K_M with 8K context — here is what a local cyber-eval… Mike Perry · 2026-07-04 · 12 min read
• Intel Axes BigDL: What It Means for CPU and Arc LLM Inference — Intel ended BigDL — the real impact on CPU inference, Arc GPU support, and whether ipex-llm covers everything you used to rely on BigDL for. Mike Perry · 2026-07-04 · 10 min read
• Building a 1998 Voodoo2 SLI Gaming PC With CF Storage in 2026 — Sourcing a matched Voodoo2 SLI pair, prepping a CompactFlash boot drive on modern hardware, and installing Windows 98 SE drivers in the… Mike Perry · 2026-07-04 · 13 min read
• Self-Host Jellyfin on the Raspberry Pi 4 8GB: Transcoding Limits — A Raspberry Pi 4 8GB makes a capable Jellyfin server for direct-play libraries, but the BCM2711 chokes at 1080p transcoding - here are the… Mike Perry · 2026-07-04 · 12 min read
• AMD Radeon RX 9070 GRE Linux Performance 2026 — AMD's RX 9070 GRE runs on open-source AMDGPU and RADV in Linux. Mesa 25.1 and kernel 6.8+ deliver solid Vulkan gaming and ROCm compute per… SpecPicks Editorial · 2026-07-04
• Dumping and Imaging Vintage IDE and CompactFlash Drives in 2026: A Safe Workflow — How to safely image a vintage IDE or CompactFlash drive in 2026: adapter picks, ddrescue workflow, and how to restore to a CF boot drive. Mike Perry · 2026-07-04 · 10 min read
• GPT-5.6 Rollout Now Requires US Government Sign-Off, Customer by Customer — GPT-5.6 rollout now requires per-customer US government approval. What that changes for provisioning timelines, and the practical… Mike Perry · 2026-07-04 · 9 min read
• Ollama vs llama.cpp on the RTX 3060 12GB: Which Local LLM Runner Wins in 2026? — Ollama vs llama.cpp on an RTX 3060 12GB: peak throughput is the same, but setup, model management, and control differ. Our verdict for… Mike Perry · 2026-07-04 · 9 min read
• GLM-5.2 Review: The Most Powerful Open-Weights LLM You Can Self-Host in 2026 — GLM-5.2 is the strongest open-weights LLM to self-host in 2026 — if your GPU matches the variant. Our quant-by-quant VRAM breakdown for… Mike Perry · 2026-07-04 · 11 min read
• AMD Ryzen 7 5800X3D Re-Review Shows DDR4 Still Has Gaming Legs in 2026 — The 5800X3D still delivers on tuned DDR4 in 2026 per Tom's Hardware — keeping AM4 a real value platform. Where the 5800X and 5700X fit… Mike Perry · 2026-07-04 · 9 min read
• GameSir G7 SE vs 8BitDo Pro 2 for PC Gaming: Wired Precision vs Wireless Flexibility — GameSir G7 SE brings Hall-effect sticks and zero-latency wired play for under $45. 8BitDo Pro 2 answers with Bluetooth and full Switch… Mike Perry · 2026-07-04 · 10 min read
• Best Budget Gaming PC Parts in 2026: A 5-Pick Build List — A great 1080p gaming PC in 2026 doesn't need to break $800. Here are five specific parts — GPU, CPU, storage, cooling, monitor — that… Mike Perry · 2026-07-04 · 10 min read
• Ryzen 7 5800X3D vs Core i7-14700K: The 2026 DDR4 Value Fight — The 5800X3D still wins cache-heavy DDR4 gaming; the 14700K wins mixed productivity. The pragmatic-value pick? The Ryzen 7 5800X. Here's… Mike Perry · 2026-07-04 · 9 min read
• Is an RTX 3060 Enough for 4K Gaming? Pairing It With a Budget 4K Monitor — The RTX 3060 12GB can run 4K in older, lighter, and DLSS-supported games; native 4K in modern AAA usually needs upscaling or a settings cut. Mike Perry · 2026-07-04 · 10 min read
• GPT-5.6 Sol Now Requires US Government Approval Per Customer — OpenAI's GPT-5.6 Sol now requires per-customer US government approval. Here's what that means for developers and the local-inference… Mike Perry · 2026-07-04 · 9 min read
• Raspberry Pi Zero W Projects for Beginners in 2026 — Five beginner-friendly Raspberry Pi Zero W projects — AirPlay server, retro emulator, sensor logger, network gadget, camera — with parts… Mike Perry · 2026-07-04 · 10 min read
• Ryzen 7 5800X vs Ryzen 5 5600G for 1080p Gaming and Light Local LLM Work — The 5800X wins if you have a discrete GPU; the 5600G wins if you don't. Real 1080p benchmarks with an RTX 3060, iGPU game list, and the… Mike Perry · 2026-07-04 · 9 min read
• Raspberry Pi 4 8GB as a Local LLM Box: What Models Actually Run? — The Raspberry Pi 4 8GB is the cheapest always-on LLM box you can build in 2026 — here are real tok/s for 1B, 3B, and 7B quants, and when… Mike Perry · 2026-07-04 · 10 min read
• Best Budget SATA SSD in 2026: BX500 vs SanDisk Plus vs WD Blue — The Crucial BX500 1TB is the default 2026 budget SATA SSD at $70. Full comparison vs SanDisk Plus, WD Blue, and Samsung 870 EVO — with… Mike Perry · 2026-07-04 · 9 min read
• Imaging Your Big-Box CD-ROM Collection: A CompactFlash + IDE Workflow — Preserve big-box CD-ROMs using a CompactFlash card, an IDE-to-USB adapter, and a .cue/.bin workflow that verifies every dump before it… Mike Perry · 2026-07-04 · 12 min read
• Ollama vs llama.cpp on an RTX 3060: Which Local Runner Wins in 2026? — Ollama vs llama.cpp on a 12GB RTX 3060: install, tok/s, feature parity, and the four scenarios where raw llama.cpp actually earns the… Mike Perry · 2026-07-04 · 9 min read
• Benchmarking Open Models for Tool-Use on a Budget RTX 3060 Rig — We benchmarked six open-weights models on an RTX 3060 12GB for tool-calling accuracy and generation throughput — here's the ranking and… Mike Perry · 2026-07-04 · 9 min read
• Which GPU for Which Model: A Per-LLM VRAM Picker for Local Rigs (2026) — Pick the smallest card that fits your target model at your target quant. Full VRAM math, tier-by-tier tok/s, and the cheapest 2026 answer… Mike Perry · 2026-07-04 · 10 min read
• GLM-5.2 on an RTX 3060 12GB: Can a Budget Card Run Long-Horizon Agents? — A 12GB RTX 3060 will run GLM-5.2 at q4 for real agent loops if you plan the VRAM budget carefully — here's the quantization matrix, real… Mike Perry · 2026-07-04 · 9 min read
• SNES Classic vs Sega Genesis Mini: Best Plug-and-Play Retro Console in 2026 — SNES Classic vs Sega Genesis Mini in 2026: library, controllers, HDMI output, and value math to help you pick the right plug-and-play mini… Mike Perry · 2026-07-04 · 11 min read
• Transcend CF133 CompactFlash as a Retro PC Boot Drive: Setup + Gotchas — Use a Transcend CF133 as a retro PC boot drive in 2026: capacity guidance, fixed-vs-removable mode, imaging workflow, and the DOS/Win98/XP… Mike Perry · 2026-07-04 · 11 min read
• Build a RetroPie Arcade on a Raspberry Pi 4 8GB in 2026 — Build a RetroPie arcade on a Pi 4 8GB in 2026: parts list, best arcade sticks and gamepads, per-console compatibility, and cooling for… Mike Perry · 2026-07-04 · 12 min read
• Build a Raspberry Pi 4 NAS with a Crucial BX500 SSD in 2026 — A concrete 2026 BOM for a Pi 4 SSD NAS: parts list, gigabit throughput numbers, UASP adapter picks, and OpenMediaVault vs plain Samba. Mike Perry · 2026-07-04 · 11 min read
• Best CPU Cooler for a Ryzen Build in 2026 (Air & AIO) — Best CPU cooler for a Ryzen build in 2026 — the buying-guide summary, air-vs-AIO decision matrix, and where each pick fits. Mike Perry · 2026-07-04 · 10 min read
• Raspberry Pi OS Gets a Desktop Refresh: What Changes for Pi 4 Users — Raspberry Pi Foundation ships a 2026 Pi OS desktop refresh — new panel, Wayland default on Pi 4 8GB and Pi 5, rebuilt Chromium, and what… Mike Perry · 2026-07-04 · 3 min read
• The Truth About Sega's TradeMark Security System (TMSS) — Sega's TMSS made cartridges write "SEGA" to memory before booting. It was a legal weapon dressed as a lockout, and repro carts have passed… Mike Perry · 2026-07-04 · 9 min read
• Logitech G29 vs HORI Force Feedback Wheel for Sim-Racing Beginners — Logitech G29 vs HORI Force Feedback for sim-racing beginners — which is the right first wheel, what to add next, and when to skip to… Mike Perry · 2026-07-04 · 9 min read
• GameSir G7 SE vs 8BitDo Pro 2: Best Wired-vs-Wireless PC Controller — GameSir G7 SE vs 8BitDo Pro 2 for PC — head-to-head spec table, genre-by-genre picks, and where each pad honestly loses. Mike Perry · 2026-07-04 · 10 min read
• Best Budget SATA SSD for a Steam Game Library in 2026 — The best budget SATA SSD for a Steam library in 2026 — four honest picks, the head-to-head spec table, and when to skip NVMe entirely. Mike Perry · 2026-07-04 · 9 min read
• LoRA Fine-Tuning Small LLMs on an RTX 3060 12GB in 2026 — How to LoRA fine-tune small LLMs on an RTX 3060 12 GB in 2026 — what fits, honest hyperparameters, and how long the run actually takes. Mike Perry · 2026-07-04 · 10 min read
• GPT-5.6 Sol vs Local Open-Weights: Why a 12GB Rig Still Earns Its Keep — GPT-5.6 SOL vs a local RTX 3060 12 GB rig — when to buy the hardware, when to keep buying tokens, and where the two paths cross. Mike Perry · 2026-07-04 · 9 min read
• VibeThinker-3B on an RTX 3060 12GB: Reasoning in 3 Billion Params — Can the RTX 3060 12 GB run VibeThinker-3B locally? Yes, in full BF16 with headroom for a 32K context. Here is the concrete VRAM math. Mike Perry · 2026-07-04 · 10 min read
• Per-Model GPU VRAM Requirements for Local LLMs in 2026 — How much VRAM do you actually need to run local LLMs in 2026? A concrete VRAM ladder from 12 GB to 32 GB with real quantization math. Mike Perry · 2026-07-04 · 12 min read
• Best Budget AMD Gaming PC Upgrades in 2026: 5 Parts That Move the Needle — The five budget AMD gaming PC parts that move the needle in 2026: Ryzen 7 5800X, RTX 3060 12GB, Noctua NH-U12S, Crucial BX500, plus the… Mike Perry · 2026-07-04 · 10 min read
• Transcend CF133 CompactFlash as a Windows 98 Boot Drive: Setup & Gotchas — Transcend CF133 CompactFlash as a Windows 98 boot drive: which cards work, adapter picks, boot benchmarks, and the fixed-disk bit gotcha… Mike Perry · 2026-07-04 · 10 min read
• Build a Raspberry Pi 4 8GB NAS with SATA SSDs in 2026 — Build a home NAS on a Raspberry Pi 4 8GB with SATA SSDs: 118 MB/s SMB reads, OpenMediaVault setup, UASP adapter picks, and where the build… Mike Perry · 2026-07-04 · 10 min read
• Best Controller for Retro Emulation on PC: 8BitDo Pro 2 vs GameSir G7 SE — 8BitDo Pro 2 vs GameSir G7 SE for PC retro emulation: D-pad quality, input latency numbers on Windows 11 and Linux, and which controller… Mike Perry · 2026-07-04 · 9 min read
• Best Budget GPU for Running Llama 70B Locally: RTX 3060 12GB Stacked — Two RTX 3060 12GB cards stacked run Llama 3.1 70B at q3_K_M and 5-7 tok/s. Full VRAM math, benchmark numbers, and when a used 3090 is the… Mike Perry · 2026-07-04 · 10 min read
• ASUS Beta BIOS Restores Ryzen 9000 Memory Encryption Ahead of AMD — ASUS Beta BIOS 3106 restores Ryzen 9000 memory encryption ahead of AMD's AGESA 1.2.0.4a. Which boards ship first, how to install, and… Mike Perry · 2026-07-04 · 10 min read
• GPT-5.6 Sol Ships Under Government Access OpenAI Calls Unsustainable — OpenAI's GPT-5.6 Sol ships to US federal agencies November 26 with 512k context and pricing Sam Altman publicly called unsustainable. Why… Mike Perry · 2026-07-04 · 10 min read
• Running DeepSeek Distills Locally on a Ryzen 7 5800X + RTX 3060 — DeepSeek's 7B distill runs at 55-68 tok/s on an RTX 3060 12GB; the 14B fits at 22-28 tok/s. Ryzen 7 5800X paired vs Ryzen 5 5600G, plus… Mike Perry · 2026-07-04 · 10 min read
• VibeThinker-3B: A 3B Reasoning Model That Fits Any 12GB GPU — VibeThinker-3B fits in 3GB of VRAM: benchmarks, quant matrix, and the cheapest 3060 or 5600G build for local reasoning in 2026. Mike Perry · 2026-07-04 · 14 min read
• AI-Assisted Voodoo Driver Surgery on Windows 98 — Bind 3dfx Voodoo drivers cleanly on Windows 98 SE, patch INF PCI IDs with an LLM, and image the boot drive to a Transcend CF133 card in… Mike Perry · 2026-07-04 · 15 min read
• Build a Raspberry Pi 4 NAS With an SSD in 2026 — Full 2026 parts list, OMV6 and DietPi walkthroughs, measured 108 MB/s SMB reads, and 5.6 W idle power for a Pi 4 NAS build. Mike Perry · 2026-07-04 · 18 min read
• Watching a Z80 Live From a Raspberry Pi RP2350 — An Adafruit-highlighted RP2350 project observes a Z80 CPU cycle-by-cycle. Here's how PIO makes it work, plus the Pi 4 and Pi Zero W on-ramp. Mike Perry · 2026-07-04 · 11 min read
• ASUS ProArt PA27USD Lands: 27-Inch OLED Aims at Gaming — ASUS ProArt PA27USD lands: 27-inch 4K QD-OLED, 240 Hz, Delta E<1. How it stacks up against the KOORUI and Samsung 4K panels we stock. Mike Perry · 2026-07-04 · 12 min read
• Best 12GB GPU for Stable Diffusion: RTX 3060 in 2026 — Iterations/sec, VRAM math, and price-per-image for the RTX 3060 12GB versus 4060 Ti, 4070 SUPER, and Arc B580 in 2026 SD builds. Mike Perry · 2026-07-04 · 12 min read
• llama.cpp vs Ollama on an RTX 3060: Which Runs GLM-5.2 Faster? — GLM-5.2 on an RTX 3060 12GB: llama.cpp vs Ollama tok/s tested, plus the setup, KV-cache, and CPU-offload details that decide which runtime… Mike Perry · 2026-07-04 · 12 min read
• MSI RTX 3060 Ventus vs ZOTAC RTX 3060 Twin Edge: Which 12GB Card to Buy — MSI Ventus vs ZOTAC Twin Edge RTX 3060 12GB in 2026: cooling, size, factory OC, and the tie-breaker for a compact ITX gaming build. Mike Perry · 2026-07-04 · 10 min read
• Super Mario 64 Nintendo DS Port Lands With Multiplayer Support — A new fan port of Super Mario 64 targets the Nintendo DS with multiplayer support, extending a decompilation-era retro-gaming lineage that… Mike Perry · 2026-07-04 · 10 min read
• 8BitDo Pro 2 vs DualSense for PC Emulation: Which Controller Wins — 8BitDo Pro 2 vs DualSense for PC emulation: d-pad quality, wired vs wireless latency, RetroArch support, and which controller to buy for… Mike Perry · 2026-07-04 · 10 min read
• Best SSD for a Big Steam Library: Crucial BX500 1TB vs WD Blue — Best budget SATA SSD for a big Steam library: Crucial BX500 1TB vs WD Blue in 2026 — install-time, endurance, warranty, and the case for… Mike Perry · 2026-07-04 · 10 min read
• Samsung and SK Hynix Plan $590B Chip Push as Memory Prices Climb — Samsung and SK Hynix have committed roughly $590B combined to expand chip capacity as AI demand pushes DRAM and NAND prices upward — here… Mike Perry · 2026-07-04 · 10 min read
• Ryzen 7 5800X vs Ryzen 7 5700X: Which 8-Core AM4 Chip to Buy in 2026 — Ryzen 7 5800X vs 5700X in 2026: gaming and productivity benchmarks, cooler and PSU implications, and which one to pick for a budget AM4… Mike Perry · 2026-07-04 · 10 min read
• Building a Period-Correct 2001 GeForce 3 + Windows 98 SE Gaming Rig — Period-correct 2001 build guide: GeForce 3 vs Voodoo5, Windows 98 SE quirks, and how to boot from CompactFlash instead of a dying IDE… Mike Perry · 2026-07-04 · 11 min read
• ComfyUI on an RTX 3060 12GB: Stable Diffusion Setup and Real tok-per-image Math — Real seconds-per-image on the RTX 3060 12GB with ComfyUI + SDXL, VRAM math, and when to skip it for a bigger card. 2026 numbers, no… Mike Perry · 2026-07-04 · 11 min read
• After the Claude Code Malware Scare: Build an Isolated Local Agent Rig — Air-gap your AI coding agent on a $700 Ryzen 7 5800X + RTX 3060 12GB build — hardware picks, VLAN rules, and blast-radius math after the… Mike Perry · 2026-07-04 · 12 min read
• Best CPU Cooler for Ryzen 7 5800X and 5700X in 2026 — The Noctua NH-U12S is the safest pick for both the Ryzen 7 5800X and 5700X. Here is how it compares to the DeepCool AK620 WH and the… Mike Perry · 2026-07-04 · 12 min read
• Best Controller for Retro Emulation on PC: 8BitDo, GameSir, DualSense — The 8BitDo Pro 2 leads retro emulation on PC on d-pad, remapping, and connectivity. Here is how GameSir G7 SE, DualSense, and HORIPAD… Mike Perry · 2026-07-04 · 10 min read
• Best Budget GPU for Local LLMs in 2026: RTX 3060 12GB — The MSI RTX 3060 12G is the cheapest card that comfortably runs 13-14B models at q4-q5. Here's why 12GB of VRAM matters more than any… Mike Perry · 2026-07-04 · 11 min read
• Homebrew Hardware Mod Gives the NES a Graphics Upgrade — A homebrew NES graphics mod pushes the 1985 console past its stock PPU. For most players a Classic Edition or Pi 4 build is still simpler. Mike Perry · 2026-07-04 · 8 min read
• Memory Prices Climb as Samsung and SK Hynix Pour $590B Into Chips — Samsung and SK Hynix's reported $590B chip plan is aimed at AI memory, and consumer SATA SSD pricing is climbing. Which budget drives hold… Mike Perry · 2026-07-04 · 9 min read
• Coding Agents Can Run Hidden Malware: Why a Sandboxed Local Rig Matters — A coding agent that runs repo code will run repo malware. Here is a Ryzen 7 + RTX 3060 sandbox spec that isolates the blast radius. Mike Perry · 2026-07-04 · 9 min read
• VibeThinker-3B: A 3B Reasoning Model on RTX 3060 and Raspberry Pi 4 — VibeThinker-3B is small enough for a Pi 4 8GB and fast on a 3060. Here is what each device actually delivers and where a 3B reasoner… Mike Perry · 2026-07-04 · 10 min read
• GLM-5.2 for Local Agents: Can a 12GB RTX 3060 Run Long-Horizon Tasks? — GLM-5.2 aims at long-horizon agent work — here is what a 12GB RTX 3060 rig actually delivers in prefill, generation, VRAM headroom, and… Mike Perry · 2026-07-04 · 10 min read
• Build a Pocket RetroPie Handheld on a Raspberry Pi Zero W (2026 BOM) — A complete 2026 BOM for a Raspberry Pi Zero W RetroPie handheld: which systems it emulates well, what to buy, and how it stacks up against… Mike Perry · 2026-07-04 · 10 min read
• SNES Classic vs Raspberry Pi 4 RetroPie: Which Retro Console Wins in 2026? — The SNES Classic is a curated, plug-and-play 21-game box. A Raspberry Pi 4 RetroPie build is a whole-library emulation platform. Which one… Mike Perry · 2026-07-04 · 10 min read
• Imaging Big-Box CD-ROMs to CompactFlash for a Windows 98 Retro PC — Rip aging big-box CDs to disk images, write bootable Windows 98 media to CompactFlash over IDE, and skip the dead optical drive entirely… Mike Perry · 2026-07-04 · 11 min read
• Prime Day 2026: Gaming Monitor and Logitech Peripheral Deals to Watch — Prime Day 2026's strongest gaming picks land on the KOORUI and Samsung 4K monitors, the Logitech MK270 combo, and the SteelSeries QcK XXL… Mike Perry · 2026-07-04 · 10 min read
• Claude Code Ran Hidden Repo Malware Unverified — Why Local AI Sandboxing Matters — A June 2026 report says Claude Code executed hidden malicious scripts from a GitHub repo without verifying them. The fix is not a smarter… Mike Perry · 2026-07-04 · 10 min read
• Best AM4 Upgrade Parts Under $100 Each in 2026 — Five AM4 upgrades — Ryzen 5 5600G, Crucial BX500, RTX 3060 12GB, Noctua NH-U12S, SteelSeries QcK XXL — that stretch a legacy Ryzen build… Mike Perry · 2026-07-04 · 13 min read
• Noctua NH-U12S vs DeepCool AK620: Best Air Cooler for an Overclocked Ryzen — AK620 vs NH-U12S on a 165W Ryzen 7 5800X: benchmarks, RAM clearance, noise-normalized temps, and the honest verdict for overclockers. Mike Perry · 2026-07-04 · 15 min read
• Best Controller for Fighting Games on PC in 2026 — The best PC fighting-game pads in 2026, ranked by d-pad shell type and measured input latency across SF6, Tekken 8, Strive, and MK1. Mike Perry · 2026-07-04 · 15 min read
• Ryzen 7 5800X3D vs 5800X: Does 3D V-Cache Beat Raw Clocks for Gaming? — 5800X3D vs 5800X in 2026: real 1080p benchmarks, thermal quirks, and used-market perf-per-dollar for AM4 gaming builds. Mike Perry · 2026-07-04 · 13 min read
• Imaging a Vintage IDE Drive to CompactFlash for a Silent Win98 Boot — Image an IDE drive to CompactFlash for a silent Win98 boot: Transcend CF133, USB-IDE adapter, dd, and the fdisk /mbr fix for CHS geometry. Mike Perry · 2026-07-04 · 17 min read
• Self-Hosting Immich on a Raspberry Pi 4 8GB: Power and Performance — Real power draw, ML index times, upload speed and library-size limits for running Immich on a Pi 4 8GB — plus when to jump to a mini-PC. Mike Perry · 2026-07-04 · 14 min read
• VibeThinker-3B Local: 3B Reasoning Model on an RTX 3060 12GB — VibeThinker-3B runs comfortably on an RTX 3060 12GB — q4_K_M uses 2.5-3.5 GB VRAM at 72 tok/s, fp16 fits too. Full quant matrix and CPU… Mike Perry · 2026-07-04 · 15 min read
• How to Image and Preserve a Vintage IDE Hard Drive in 2026 (CompactFlash + USB Adapter Workflow) — The 2026 workflow for imaging a vintage IDE hard drive, verifying the image, and migrating your period-correct OS to a silent Transcend… Mike Perry · 2026-07-04 · 11 min read
• Build a Silent Home NAS on a Raspberry Pi 4 8GB With a SATA SSD (2026) — How to build a silent, low-power home NAS on a Raspberry Pi 4 8GB with a Crucial BX500 SATA SSD, a UASP USB-SATA adapter, and Samba — full… Mike Perry · 2026-07-04 · 12 min read
• Best Game Controller for PC in 2026: 5 Picks From DualSense to Arcade Stick — The five best PC controllers in 2026: Sony DualSense, 8BitDo Pro 2, GameSir G7 SE, HORI Wireless HORIPAD, and MAYFLASH F500 arcade stick… Mike Perry · 2026-07-04 · 11 min read
• Best Budget Gaming Peripherals Under $50 in 2026 — Five under-$50 gaming peripherals we still recommend in 2026: the Logitech MK270, Turtle Beach Recon 50, SteelSeries QcK XXL, TAGRY… Mike Perry · 2026-07-04 · 12 min read
• Which GPU Runs Which LLM in 2026: The RTX 3060 12GB Model-Fit Matrix — The RTX 3060 12GB fits 13B models at q4_K_M with 8k context, runs 7B at fp16, and only touches 32B with painful offload. Full quant matrix. Mike Perry · 2026-07-04 · 12 min read
• KDE KWin Gaming Patches 2026: Linux Latency vs Windows — KDE KWin's 2026 patchset attacks compositor latency with zero-copy buffer sharing and async rendering—here's what the changes mean for… SpecPicks Editorial · 2026-07-04
• RTX 3060 12GB for 1080p 240Hz Esports: CS2, Valorant, Apex — The RTX 3060 12GB drives 1080p 240Hz esports in CS2 and Valorant when paired with a Ryzen 7 5800X; Apex Legends sits at 165–200 FPS with… Mike Perry · 2026-07-04 · 11 min read
• Open-Source NVK Adds DLSS: What RTX 3060 Owners Get — Mesa NVK now supports DLSS on Turing/Ampere NVIDIA GPUs including the RTX 3060. Performance parity is real; Wayland integration is… Mike Perry · 2026-07-04 · 11 min read
• Aider vs Cline vs Cursor for Local + Cloud Coding in 2026 — Compare Aider, Cline, and Cursor for AI-assisted coding in 2026: model backends, local RTX 3060 performance, whole-repo edits, cost math… Mike Perry · 2026-07-04 · 12 min read
• Genesis Mini vs SNES Classic vs a Pi RetroPie in 2026 — Genesis Mini and SNES Classic deliver zero-setup nostalgia; a Raspberry Pi RetroPie box handles thousands of titles across dozens of… Mike Perry · 2026-07-04 · 10 min read
• Pentium 4 + Radeon 9700 Pro Windows XP Build in 2026 — Build a period-correct Pentium 4 and Radeon 9700 Pro Windows XP gaming rig in 2026 — Northwood CPU, 875P chipset, CompactFlash boot… Mike Perry · 2026-07-04 · 13 min read
• Best Budget PC Gaming Upgrades Under $150 in 2026 — The five PC gaming upgrades under $150 that actually change how your rig feels in 2026 — SSD, mouse pad, mic, cooler, headphones. Real… Mike Perry · 2026-07-04 · 10 min read
• Logitech G29 vs HORI Force Feedback Wheel — Which First Wheel Is Right? — The Logitech G29 and HORI Force Feedback Wheel DLX bracket the entry-level sim-racing tier. Here is a beginner-focused breakdown of feel… Mike Perry · 2026-07-04 · 8 min read
• HyperX QuadCast 2 vs Blue Yeti: Best Streaming Mic in 2026 — HyperX QuadCast 2 vs Blue Yeti for streaming in 2026 — USB-C latency, pickup pattern, on-mic gain, and the one recording workflow the old… Mike Perry · 2026-07-04 · 10 min read
• Best GPU for ComfyUI and SDXL Under $350 — Why the RTX 3060 12GB Still Wins — Under $350, the RTX 3060 12GB is the only GPU with enough VRAM for comfortable SDXL work — ControlNet, refiner, and 1024x1024 without OOM… Mike Perry · 2026-07-04 · 8 min read
• Raspberry Pi RP2350 Emulates a Z80 in Real Time — What That Actually Means — Adafruit's Z80-on-RP2350 demo shows the new Raspberry Pi microcontroller emulating a 1970s CPU in real time. Here is why makers should… Mike Perry · 2026-07-04 · 6 min read
• Tesla Caps AI Spend at $200/Week — The Local RTX 3060 Rig Case — Tesla is reportedly capping employee AI spending at $200 per week. Here is the honest cost comparison against a local RTX 3060 12GB rig… Mike Perry · 2026-07-04 · 6 min read
• Logitech Prime Day Peripheral Deals Hit 47% Off — What Is Actually Worth Buying — Logitech has a wide sale this Prime Day 2026 with headline discounts up to 47% off. Here is a keyboard-mouse-headset-webcam sweep of what… Mike Perry · 2026-07-04 · 7 min read
• On-Device AI Keyboards: Can an RTX 3060 12GB Train the Model? — Modern phones are shipping on-device small-LLM keyboards under 1B parameters. Here is what runs on-phone, what the RTX 3060 12GB can… Mike Perry · 2026-07-04 · 8 min read
• AMD Ryzen AI Halo vs RTX 3060 for Local LLMs in 2026 — Ryzen AI Halo promises 96 GB of unified memory in one box. The RTX 3060 12GB promises 32 tok/s at 14B q4 today. Here is the honest… Mike Perry · 2026-07-04 · 9 min read
• Can a Local RTX 3060 12GB LLM Debug Linux Boot Like Gemini? — Google's Gemini publicly parsed an ASUS Zenbook boot delay this week. Here is what a 14B model on an RTX 3060 12GB can and cannot match… Mike Perry · 2026-07-04 · 9 min read
• Raspberry Pi AI Module in 2026: Can a Pi + Hailo Run Local LLMs? — The Raspberry Pi AI Kit accelerates vision, not LLM generation. Here's what a Pi 4 8 GB + Hailo can and can't do with small language… Mike Perry · 2026-07-04 · 11 min read
• Rescue a Dying Retro PC: Image Your IDE Drive to CompactFlash First — Rescue a retro PC's data before it dies. A USB-to-IDE adapter, imaging tools, and a CompactFlash card are the whole preservation kit… Mike Perry · 2026-07-04 · 11 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget 1080p Gaming Build — Ryzen 5 5600G vs Ryzen 7 5700X for a 2026 1080p budget build. The choice comes down to whether you already have a GPU — here's the… Mike Perry · 2026-07-04 · 10 min read
• Best Sim Racing Wheel for Beginners: G29 vs HORI vs Thrustmaster — Beginner sim-racing wheel comparison for 2026: Logitech G29 vs HORI Force Feedback DLX vs the Thrustmaster TH8A H-pattern shifter add-on. Mike Perry · 2026-07-04 · 9 min read
• Best Cooler for the Ryzen 7 5800X: Noctua vs DeepCool vs CoolerMaster — A DeepCool AK620 or Noctua NH-U12S keeps a Ryzen 7 5800X under its thermal ceiling in a decent case. Here's how each compares and when a… Mike Perry · 2026-07-04 · 10 min read
• Best Budget Streaming Starter Kit for Twitch & YouTube in 2026 — The tightest starter kit for a Twitch or YouTube stream in 2026: HyperX QuadCast 2, Blue Yeti, NEEWER ring light, NexiGo N950P, plus… Mike Perry · 2026-07-04 · 11 min read
• Oomwoo: The Open-Source, 3D-Printed Robot Vacuum That Skips the Cloud — Oomwoo is a new open-source robot vacuum with printable parts and on-device navigation, most commonly hosted on a Raspberry Pi 4 8GB. Mike Perry · 2026-07-04 · 9 min read
• Building a Local AI-Agent Eval Rig After AISI's Benchmark Warning — A 12 GB RTX 3060, a Ryzen 7 5800X, and a 1 TB SATA SSD is enough to run overnight agent-eval batches on 8B open-weight models locally. Mike Perry · 2026-07-04 · 11 min read
• On-Device AI Keyboards: What a Sub-2GB LLM Needs to Run Local — Sub-2 GB phone-keyboard LLMs run on any modern 8 GB+ desktop GPU. Here's what a 12 GB RTX 3060 delivers, at what quantization, and where a… Mike Perry · 2026-07-04 · 12 min read
• AMD Ryzen AI Halo: Pre-Orders Open for Linux Developers — AMD opens pre-orders for the Ryzen AI Halo Developer Platform — a Linux-certified, ROCm-native bundle for ML engineers who work… SpecPicks Editorial · 2026-07-04
• Intel Core Ultra X7 Panther Lake Performance on Linux 7.1 — What public benchmarks and kernel patch notes reveal about Intel's Core Ultra X7 Panther Lake on Linux 7.1 — iGPU drivers, Thread… SpecPicks Editorial · 2026-07-03
• Best GPU for 1080p 240Hz Esports: RTX 3060 12GB Build (2026) — For competitive 1080p 240Hz gaming in 2026, the RTX 3060 12GB is the honest floor. Every major esports title hits 240+ fps at competitive… Mike Perry · 2026-07-03 · 9 min read
• AI Bug-Hunting Exploded: Run a Local Vuln-Scanner LLM on 12GB VRAM — A 12GB RTX 3060 hosts a 14B code model at q4 — enough for triage-grade vulnerability scanning without shipping source to a cloud API. Mike Perry · 2026-07-03 · 10 min read
• Retro Windows XP: SSD Upgrade via IDE Adapter (2026 Guide) — Swap the spinning IDE drive on a Windows XP-era PC for a modern SATA SSD via an IDE adapter. Boot time drops from 60-90 seconds to 8-15… Mike Perry · 2026-07-03 · 10 min read
• NES Graphics Upgrade Mod Gains Community Traction — A new NES graphics mod intercepts the PPU output for cleaner palette handling, RGB output, and reduced sprite flicker — all while keeping… Mike Perry · 2026-07-03 · 2 min read
• HyperX QuadCast 2 vs Blue Yeti for Twitch in 2026 — The QuadCast 2 is tighter and better for treated rooms; the Blue Yeti is more flexible and better for guest work. Neither beats a dynamic… Mike Perry · 2026-07-03 · 9 min read
• 16% of Freelance Jobs Are Now AI-Doable: The Local Agent Rig That Runs Them — An RTX 3060 12GB and Ryzen 7 5800X drive a real coding-agent rig under $900, hitting the tasks that closed 16% of freelance jobs at pro… Mike Perry · 2026-07-03 · 10 min read
• AMD Ryzen AI HALO vs RTX 3060 12GB for Local LLMs in 2026 — HALO wins on 27B-32B models with real throughput. The RTX 3060 12GB wins on per-dollar throughput for anything that fits in 12 GB. Both… Mike Perry · 2026-07-03 · 9 min read
• NVIDIA Bankrolls AI Startups to Tighten Its Chip Grip — NVIDIA is funding AI startups whose training and inference stack lock into CUDA. Local-rig builders get day-one model support as a… Mike Perry · 2026-07-03 · 2 min read
• Ryzen 7 5800X3D vs Core i7-14700K on DDR4 for 1440p Gaming (2026) — The 5800X3D wins 1% low FPS at 1440p across most modern titles. The 14700K wins peak average FPS and non-gaming throughput. The pick… Mike Perry · 2026-07-03 · 9 min read
• Raspberry Pi 4 8GB Local LLM Throughput in 2026 — A Raspberry Pi 4 8GB runs 1-3B q4 LLMs at 1-3 tok/s — enough for intent classification, batch summarization, and slow home-assistant… Mike Perry · 2026-07-03 · 9 min read
• Aider vs Cline vs Continue on a Local Coding Rig (RTX 3060, 2026) — Aider is fastest, cline is the most polished VS Code experience, continue is the best hybrid — all three drive a 14B q4 code model on the… Mike Perry · 2026-07-03 · 9 min read
• Jellyfin on Raspberry Pi 4 8GB with an SSD (2026 Guide) — A Raspberry Pi 4 8GB with an SSD makes a competent single-user Jellyfin server as long as you plan around direct-play formats… Mike Perry · 2026-07-03 · 9 min read
• Open-Source NVIDIA NVK Vulkan Driver Now Supports DLSS — Mesa's NVK open-source Vulkan driver for NVIDIA GPUs has gained DLSS support, marking a turning point for Linux gaming without proprietary… SpecPicks Editorial · 2026-07-03
• Coreboot + AMD openSIL: Windows 11 Works on MSI Ryzen — AMD openSIL brings open-source silicon initialization to MSI Ryzen AM4 boards, with community reports confirming Windows 11 boots via… SpecPicks Editorial · 2026-07-03
• When Does a Homelab Become a Job? — Community signals, cost analysis, and automation strategies for recognizing — and reversing — the point where a personal homelab stops… SpecPicks Editorial · 2026-07-03
• 1998 3dfx Voodoo2 SLI Build Guide: Period-Correct Glide Gaming with a CompactFlash Boot Drive — Build a 1998 3dfx Voodoo2 SLI PC with a period Pentium III and a modern CompactFlash boot drive for authentic Glide gaming. Mike Perry · 2026-07-03 · 10 min read
• Raspberry Pi Locator Is Shutting Down: How to Find Pi 4 Stock in 2026 — The rpilocator era is ending because supply is back to normal. Here is the sensible 2026 playbook for buying a Pi 4 8GB. Mike Perry · 2026-07-03 · 9 min read
• Build a Raspberry Pi 4 Cyberdeck Music Workstation in 2026 — Build a portable Pi 4 8GB synth workstation for under $300 — real-time audio kernel, USB DAC, printed cyberdeck case. Mike Perry · 2026-07-03 · 9 min read
• Raspberry Pi OS Moves to Linux 6.18 LTS: What the Kernel Jump Means for Pi 4 Owners — Raspberry Pi OS is moving to Linux 6.18 LTS with an updated LabWC compositor. Existing Pi 4 owners get free performance. Mike Perry · 2026-07-03 · 10 min read
• Best Budget 4K Gaming Monitor for an RTX 3060: KOORUI vs Samsung Odyssey — An RTX 3060 handles 4K60 in more games than you think — the KOORUI wins on HDR, the Samsung on esports feel. Mike Perry · 2026-07-03 · 9 min read
• Best PC Gaming Peripherals Under $50 in 2026 — You can build a first PC gaming setup where every peripheral costs less than $50. Here is the working shortlist for 2026. Mike Perry · 2026-07-03 · 9 min read
• Reve 2.0 Debuts at #2: Can You Run Competitive Image Models on an RTX 3060 12GB? — A 12GB RTX 3060 handles SDXL comfortably and Flux with offload — unlimited, private image work at zero marginal cost. Mike Perry · 2026-07-03 · 9 min read
• Anthropic's Samsung Chip Talks: Why Local Inference on an RTX 3060 Still Matters — Custom datacenter silicon lowers hyperscaler serving cost. It does not change the case for private inference on a 12GB card. Mike Perry · 2026-07-03 · 10 min read
• When Gemini Debugs Your Linux Boot: Agentic Sysadmin on a Local RTX 3060 Rig — Yes, an RTX 3060 12GB runs the log-parsing agent you need — 14B q4_K_M fits, streams past 20 tok/s, private and offline. Mike Perry · 2026-07-03 · 10 min read
• GPU Benchmark Data Freshness and Source Attribution in 2026 — Source attribution popovers and data freshness confidence indicators help tech buyers assess benchmark reliability before GPU and CPU… SpecPicks Editorial · 2026-07-02
• Best PC Gaming Controller in 2026: GameSir G7 SE vs DualSense vs 8BitDo Pro 2 — The GameSir G7 SE, DualSense, 8BitDo Pro 2, and HORI HORIPAD compared for PC gaming in 2026 — which pad wins for which player type. Mike Perry · 2026-07-02 · 10 min read
• Build a Raspberry Pi 4 8GB Starter Home Lab in 2026: BOM + First Services — The Raspberry Pi 4 8GB is still the right starter home-lab board in 2026 — here's the BOM, the first three services, and when to graduate… Mike Perry · 2026-07-02 · 10 min read
• Athlon 64 + Radeon 9800 Pro Windows XP Build (2026 Revival): CompactFlash-to-IDE Boot Guide — A 2004 Athlon 64 + Radeon 9800 Pro Windows XP build, upgraded with a CompactFlash boot drive — the imaging workflow, driver picks, and… Mike Perry · 2026-07-02 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a 2026 Home Lab — For a 2026 home lab, the 5600G's iGPU makes it the cheapest working box; the 5700X buys more cores for VM-heavy setups. Pick by workload… Mike Perry · 2026-07-02 · 9 min read
• Crucial BX500 vs Samsung 870 EVO vs WD Blue: Best Budget SATA SSD for Your Game Library (2026) — Three budget SATA SSDs compared for a Steam library — Crucial BX500 wins on price, Samsung 870 EVO wins on endurance, WD Blue sits in… Mike Perry · 2026-07-02 · 10 min read
• Best Streaming Gear for New Creators in 2026 — The five best streaming picks for a new creator in 2026 — mic, light, webcam, and headphones — ranked by cost-adjusted quality, not spec… Mike Perry · 2026-07-02 · 10 min read
• Oomwoo: A New Open-Source, 3D-Printable Robot Vacuum That Skips the Cloud — Oomwoo is a new open-source, 3D-printable robot vacuum designed to skip the cloud — here's what it takes to build one on a Raspberry Pi 4. Mike Perry · 2026-07-02 · 9 min read
• Sony Will End Physical PlayStation Disc Production in 2028 — Sony has reportedly told partners physical PlayStation disc pressing ends in 2028. Existing discs still work; here's what disc-buyers… Mike Perry · 2026-07-02 · 10 min read
• Claude Code Cut 80% of Its System Prompt: What Changes for Local Agent Rigs — Anthropic trimmed the Claude Code system prompt by ~80% — the same audit reclaims real context on a token-starved 12GB local coding rig. Mike Perry · 2026-07-02 · 9 min read
• What Rig Runs an AI Agent Locally? Building for the Agent Era — A working local agent rig starts at 12GB VRAM, eight cores, and 32GB of RAM — here's why each of those numbers is a floor, not a target. Mike Perry · 2026-07-02 · 11 min read
• Claude Sonnet 5: What Shipped and What It Means for Local Rigs — Claude Sonnet 5 raised the cost per completed task through higher turn counts — here's when a 12GB RTX 3060 rig still pays back, and when… Mike Perry · 2026-07-02 · 10 min read
• Benchmarking Open Models on Custom Tooling: Is It Agentic Enough? — Public benchmarks show which open models handle tool calling, but your own API schemas require a custom harness. Here's what the data… SpecPicks Editorial · 2026-07-02
• Can the RTX 3060 12GB Still Game at 1440p in 2026? — The RTX 3060 12GB clears 60 FPS at 1440p high in most games with DLSS Quality, and its oversized VRAM buffer beats faster 8GB cards on… Mike Perry · 2026-07-02 · 11 min read
• Build a Silent Windows 98 Boot Drive with CompactFlash + IDE — How to boot Windows 98 from a CompactFlash card: fixed-disk cards, geometry, PIO-first install, and why CF-IDE beats period spinning… Mike Perry · 2026-07-02 · 12 min read
• What a $15 Raspberry Pi Zero W Can Still Do in 2026 — Where a $15 Pi Zero W still beats a Pi 4 in 2026: five proven projects, a spec-delta table, and the storage + power moves that keep it… Mike Perry · 2026-07-02 · 13 min read
• Best AMD Ryzen 5000 CPUs for AM4 in 2026 — The best Ryzen 5000 CPUs for AM4 in 2026: Ryzen 7 5800X for balanced gaming, 5700X for value, 5950X for creators, 5600X and 5600 on a… Mike Perry · 2026-07-02 · 14 min read
• A Red Hat Engineer Went Back to AMD Ryzen for His Linux Desktop — A Red Hat ARM engineer moved his daily Linux desktop back to an AMD Ryzen system in 2026 — what that signals about x86 as the safe… Mike Perry · 2026-07-02 · 2 min read
• Ryzen 7 9800X3D Hits Record-Low Price — What It Means for AM4 Upgraders — The Ryzen 7 9800X3D just hit a record-low price, but AM4 upgraders may still find better value in Ryzen 5000 chips like the 5700X and… Mike Perry · 2026-07-02 · 3 min read
• Two RTX 3060 12GB vs One Bigger GPU for Local 70B Models — Two RTX 3060 12GB cards pool to 24GB VRAM and fit a 70B model at heavy quant. See tok/s ranges, PCIe interconnect tax, PSU math, and when… Mike Perry · 2026-07-02 · 13 min read
• Best Budget Streaming Starter Kit for 2026 (Under $200) — A budget streaming starter kit under $200: which mic, light, webcam, and SSD to buy first, and which shiny extras new streamers should… Mike Perry · 2026-07-02 · 12 min read
• Ryzen 5 5600X vs 5700X vs 5800X: Best AM4 Gaming CPU in 2026 — Ryzen 5 5600X vs 5700X vs 5800X for gaming in 2026: sourced FPS deltas, GPU pairing, cooler and B550 board picks, and a verdict matrix. Mike Perry · 2026-07-02 · 11 min read
• Aider vs Cline vs Continue.dev on a Local RTX 3060 (2026) — Aider, Cline, and Continue.dev all run on a 12GB RTX 3060 in 2026 — but the right pick depends on whether you live in the terminal, IDE… Mike Perry · 2026-07-02 · 12 min read
• Renting AI Compute vs Running It Home: The RTX 3060 Math — Working the RTX 3060 12GB build against 2026 API prices — with a token-volume diagnostic, break-even table, and electricity math for local… Mike Perry · 2026-07-02 · 11 min read
• Ryzen AI Halo vs a DIY RTX 3060 Box for Local LLMs in 2026 — Ryzen AI Halo vs a DIY RTX 3060 12GB tower for local LLMs in 2026: BOM cost, tok/s ranges, VRAM headroom, ROCm vs CUDA, and which path… Mike Perry · 2026-07-02 · 13 min read
• Which Open LLMs Actually Handle Tool-Calling on an RTX 3060? — Which open-weight LLM handles tool-calling best on an RTX 3060 12GB in 2026? Qwen 14B, Llama 8B, and Mistral-Nemo compared on JSON validity. Mike Perry · 2026-07-02 · 12 min read
• LLM Hardware Compatibility Guide: Llama, Mistral & DeepSeek — A model-by-model hardware guide covering VRAM requirements and GPU recommendations for Llama 3.1 70B, Mistral 7B, and DeepSeek R1 local… SpecPicks Editorial · 2026-07-02
• GeForce 4 Ti 4200 AGP: The Best-Value Retro GPU for a 2002 Windows XP Build — Build a period-correct 2002 Windows XP retro rig around the GeForce 4 Ti 4200. CompactFlash boot drive, CPU pairing, drivers, and where… Mike Perry · 2026-07-02 · 11 min read
• Reve 2.0 Debuts at #2 for Text-to-Image: Can You Run Local Image Gen on an RTX 3060? — Reve 2.0 debuted at #2 for text-to-image. Here's whether a 12 GB RTX 3060 can run local image generation instead — VRAM, throughput, and… Mike Perry · 2026-07-02 · 10 min read
• Best CPU Coolers for AMD Ryzen 5000 (AM4) in 2026 — Best CPU coolers for AMD Ryzen 5000 (AM4) in 2026: DeepCool AK620, Cooler Master ML240L, Noctua NH-U12S, AC Infinity AIRCOM S7 ranked and… Mike Perry · 2026-07-02 · 12 min read
• Hidden Code in Claude Code Flagged Chinese Users: What It Means for Local-LLM Privacy — A report describes hidden code in Claude Code that flagged Chinese users. Here's what the incident means for coding-assistant privacy and… Mike Perry · 2026-07-02 · 9 min read
• Self-Host NextCloud on a Raspberry Pi 4 8GB: A Complete Private-Cloud Build for 2026 — Self-host NextCloud on a Raspberry Pi 4 8GB with a Crucial BX500 SSD. Complete parts list, install steps, performance expectations, and… Mike Perry · 2026-07-02 · 10 min read
• Fish Audio S2.1 Pro Is Free Until July 24 — But Can You Run TTS Locally on an RTX 3060? — Fish Audio S2.1 Pro's free API window ends July 24. This synthesis compares hosted TTS against an RTX 3060 running Fish-Speech, XTTS-v2… Mike Perry · 2026-07-02 · 10 min read
• Open WebUI + Ollama on an RTX 3060: The Self-Hosted ChatGPT Alternative for 2026 — Set up a self-hosted ChatGPT alternative with Open WebUI and Ollama on an RTX 3060 12GB. Models, install steps, tok/s benchmarks, and… Mike Perry · 2026-07-02 · 11 min read
• Open-Source NVIDIA NVK Vulkan Driver Adds DLSS Support: What It Means for RTX 3060 Owners — NVK, the open-source NVIDIA Vulkan driver in Mesa, is gaining DLSS support. Here's what it means for RTX 3060 owners on Linux and how to… Mike Perry · 2026-07-02 · 9 min read
• Best GPU for 1440p Local Image Generation in 2026: Why the RTX 3060 12GB Still Wins on Value — The best value GPU for local image generation in 2026 is still the RTX 3060 12GB. Here's why VRAM beats TFLOPs and how faster cards… Mike Perry · 2026-07-02 · 10 min read
• Is My GPU Dying? 5 Warning Signs to Check Now — Learn to spot GPU failure — from screen artifacts and thermal throttling to TDR crashes — and when to repair versus replace, backed by… SpecPicks Editorial · 2026-07-01
• Building a 1998 Voodoo2 SLI Glide Rig in 2026: CompactFlash Boot and Quake II — Building a 1998 Voodoo2 SLI Glide rig is straightforward with a CompactFlash boot drive. Here is the parts list, the install order, and… Mike Perry · 2026-07-01 · 8 min read
• Best GPU for 1080p Esports in 2026: Why the RTX 3060 12GB Still Delivers — The 12GB RTX 3060 hits 240+ FPS in Valorant, CS2, and Overwatch 2 at competitive settings in 2026. Here is why it is still the right… Mike Perry · 2026-07-01 · 7 min read
• Someone Got Linux Booting on a Sega Genesis: What the Megadrive Hack Shows — A Sega Megadrive booting Linux is not a daily driver, but the hack is a reminder about what old silicon still has left. Plus the easy way… Mike Perry · 2026-07-01 · 6 min read
• Claude Sonnet 5 Costs ~$2.29/Task: When an RTX 3060 Rig Breaks Even — Claude Sonnet 5 lands near $2.29 per real agent task. A $900 RTX 3060 rig breaks even in weeks for heavy users — here is where the hybrid… Mike Perry · 2026-07-01 · 6 min read
• 8BitDo Pro 2 vs GameSir G7 SE vs DualSense: Best Controller for Emulation — Emulation covers 40 years of pads. Compared across d-pad quality, stick drift, and cross-platform profiles for RetroArch, Dolphin, and… Mike Perry · 2026-07-01 · 7 min read
• Anthropic's Fable 5 Ban and Jailbreak: What It Means for Local-LLM Resilience — The Fable 5 jailbreak taught a resilience lesson: cloud models can shift under you. A local RTX 3060 rig runs the same way tomorrow as it… Mike Perry · 2026-07-01 · 7 min read
• Crucial BX500 vs Samsung 870 EVO vs WD Blue: Best Budget SATA SSD for Gaming — Three sub-$65 SATA SSDs at 1TB, tested against modern game workloads and sustained-write cliffs. Here is which one belongs in your budget… Mike Perry · 2026-07-01 · 7 min read
• Claude Code Telemetry Flap: Why a Local RTX 3060 Rig Is the Privacy Play — Cloud coding assistants must send your source code out to work. A 12GB RTX 3060 hosts a competent local model with zero telemetry — here… Mike Perry · 2026-07-01 · 10 min read
• Raspberry Pi OS Moves to Linux 6.18 LTS: Performance Gains for Pi 4 Owners — The Raspberry Pi OS Linux 6.18 LTS bump brings WireGuard throughput gains, smoother desktop, and years of LTS backports — here is what… Mike Perry · 2026-07-01 · 7 min read
• Jellyfin on a Raspberry Pi 4 8GB in 2026: The 4K Transcode Reality Check — Raspberry Pi 4 8GB as a Jellyfin media server: excellent for direct-play, poor for 4K transcoding. Full build guide with SSD attach +… Mike Perry · 2026-07-01 · 11 min read
• Network-Wide Ad Blocking with Pi-hole on a Raspberry Pi 4 8GB (2026 Setup) — A Pi 4 8GB with Pi-hole blocks a fifth to a third of household DNS traffic on every device on the network. Here is the full 30-minute… Mike Perry · 2026-07-01 · 7 min read
• llama.cpp vs LM Studio vs Ollama on an RTX 3060: Which Local Runner Wins in 2026 — llama.cpp, Ollama, and LM Studio all hit similar tokens per second on a 12GB RTX 3060. The runner you should actually pick depends on… Mike Perry · 2026-07-01 · 7 min read
• GLM-5.2: Probably the Most Powerful Text-Only Open-Weights LLM — GLM-5.2 from Zhipu AI challenges GPT-4o and Claude on public benchmarks while remaining fully open-weights — a milestone for local AI… SpecPicks Editorial · 2026-07-01
• Linux Gaming Is Getting Faster: Windows APIs Hit the Kernel — Proton, DXVK, VKD3D-Proton, and Linux 6.x kernel improvements are closing the gap with Windows gaming — here's what's driving the… SpecPicks Editorial · 2026-07-01
• Chrome Using Too Much RAM? Fixes + Hardware Upgrades — Chrome's multi-process design can exhaust 16 GB of RAM fast. Here's how to fix it through settings, extension audits, and targeted… SpecPicks Editorial · 2026-07-01
• A 180Hz 1440p Gaming Monitor at Entry-Level Pricing — How It Stacks Against Our 4K Picks — A 27-inch 180Hz 1440p panel at entry-level pricing exposes a real gap in the 4K story. What matches your GPU, what doesn't, and which… Mike Perry · 2026-07-01 · 10 min read
• KOORUI 27" 4K QD-Mini LED vs Samsung Odyssey 27" 4K: Which 4K Gaming Monitor Wins? — KOORUI's QD-Mini LED wins HDR image quality and value; Samsung's Odyssey 4K wins calibration and support. Which 27-inch 4K gaming monitor… Mike Perry · 2026-07-01 · 11 min read
• Building a Period-Correct 2001 GeForce 3 Windows 98 SE Rig — With a CompactFlash Boot Drive — Building a 2001 GeForce 3 Windows 98 SE rig with a Transcend CompactFlash boot drive. Every part choice, the vcache fix, and how to image… Mike Perry · 2026-07-01 · 11 min read
• Build a Frigate AI Security-Camera NVR on a Raspberry Pi 4 8GB in 2026 — A Pi 4 8GB, a Coral TPU, a SATA SSD, and Frigate. The accessible local-NVR path with 24/7 stability, 2-4 cameras, and no cloud… Mike Perry · 2026-07-01 · 11 min read
• Do You Even Need a Graphics Card? Ryzen 5 5600G iGPU vs RTX 3060 for 1080p — The Ryzen 5 5600G iGPU handles esports at 1080p Low. An RTX 3060 unlocks modern AAA. Which path fits your library, and how to start with… Mike Perry · 2026-07-01 · 10 min read
• GLM-5.2 Is Now the Most Intelligent Open-Weights Model — and the Most Verbose — GLM-5.2 tops open-weights intelligence rankings but spends 2x the tokens per answer. What the verbosity costs on a 12GB RTX 3060 and when… Mike Perry · 2026-07-01 · 9 min read
• Ryzen 7 5800X3D vs Intel Core i7-14700K for DDR4 Gaming — For a DDR4 gaming build the Ryzen 7 5800X3D beats the Intel Core i7-14700K on FPS-per-dollar and total platform cost. Full worked… Mike Perry · 2026-07-01 · 10 min read
• GPT-5.6 Pro's Three-Model Split: What It Means for Local RTX 3060 Builders — GPT-5.6 Pro splits into three tiers; a used RTX 3060 12GB still wins at high monthly token volume. Break-even math, workload split, and… Mike Perry · 2026-07-01 · 10 min read
• Etched's Transformer-Only Inference Chip vs Your GPU: What Changes for Local Builders — Etched's transformer-only inference chip lands in datacenters, not homelabs. What actually changes for a 12GB RTX 3060 local builder, and… Mike Perry · 2026-07-01 · 10 min read
• CompactFlash as an IDE Boot Drive for Your Win98 Retro PC in 2026 — A CompactFlash card in a passive CF-to-IDE adapter drops silent, cool, solid-state boot storage into any Win98 or DOS retro build. Mike Perry · 2026-07-01 · 9 min read
• Home Assistant on a Raspberry Pi 4 8GB: Full 2026 Setup — A complete 2026 setup for Home Assistant on the Raspberry Pi 4 8GB: parts list, SSD boot, real workload numbers, and when to upgrade to a… Mike Perry · 2026-07-01 · 13 min read
• Ollama vs vLLM for Single-User Chat on an RTX 3060 in 2026 — For a solo developer chatting on a 12GB RTX 3060, Ollama beats vLLM on setup effort and matches it on throughput. Here's why, precisely. Mike Perry · 2026-07-01 · 9 min read
• Ryzen 7 5800X vs 5800X3D for 1440p Gaming: Which Should You Buy? — The AM4 platform's most-asked upgrade question, resolved for 1440p on a mid-range GPU: cache, clock, price, and productivity all in the… Mike Perry · 2026-07-01 · 10 min read
• International Women in Engineering Day 2026: A Beginner's Pi Starting Point — For International Women in Engineering Day 2026, the friendliest first hardware project is a Raspberry Pi 4 8GB you finish in an afternoon. Mike Perry · 2026-07-01 · 9 min read
• Prime Day 2026: Logitech Gaming Mice Drop Up to 47% Off — Logitech has cut up to 47% off eight gaming mice for Prime Day 2026 — headline prices, sweet spots, and the peripherals to pair. Mike Perry · 2026-07-01 · 9 min read
• Panther Lake NPU vs RTX 3060: Which Runs Local LLMs Faster? — Intel Panther Lake's NPU wins perf-per-watt; the RTX 3060 wins sustained tok/s. Here's the exact split for local LLM inference in 2026. Mike Perry · 2026-07-01 · 9 min read
• Dual RTX 3060 12GB: 24GB of VRAM for GLM-5.2 on a Budget? — Two RTX 3060 12GB cards pool 24GB for GLM-5.2 quants a single card can't touch — but you get capacity, not proportional throughput. Mike Perry · 2026-07-01 · 10 min read
• DeepSeek Hits the US Entity List: What It Means for Local Inference — Does the US Entity List action affect running DeepSeek locally on a 12GB RTX 3060? Here's what changes, what doesn't, and the exact rig… Mike Perry · 2026-07-01 · 9 min read
• Self-Host Immich on a Raspberry Pi 4 8GB: 2026 Setup + Perf — How to self-host Immich on a Raspberry Pi 4 8GB in 2026: storage choices, ML performance expectations, network exposure patterns, and a… Mike Perry · 2026-06-30 · 10 min read
• Imaging Vintage IDE Drives with a CompactFlash + USB Adapter — Step-by-step guide to imaging dying vintage IDE drives with a USB 3.0 adapter and replacing them with silent CompactFlash storage in retro… Mike Perry · 2026-06-30 · 10 min read
• Best AMD Ryzen 5000 CPU for Gaming in 2026: 5 Picks — Five Ryzen 5000 picks for gaming in 2026, with honest core-count and TDP tradeoffs across the 5800X, 5700X, 5600G, 5600, and 5800X3D. Mike Perry · 2026-06-30 · 9 min read
• Best Budget GPU for Local LLMs in 2026: The 12GB RTX 3060 Case — The 12GB RTX 3060 remains the cheapest serious GPU for running local LLMs in 2026. Here is why VRAM beats compute, and the AM4 build that… Mike Perry · 2026-06-30 · 10 min read
• Anthropic Launches Claude Science for Researchers — Claude Science gives researchers a dedicated workspace for paper review, hypothesis brainstorming, and code generation. Here is when it… Mike Perry · 2026-06-30 · 9 min read
• Prime Day 2026: Gaming Monitor Deals Worth a Look — Prime Day 2026 puts 4K 144Hz gaming monitors at their lowest prices of the year. Two specific picks worth opening tabs for, and a few… Mike Perry · 2026-06-30 · 9 min read
• LongCat-2.0: A Frontier Model Trained Without Nvidia GPUs — LongCat-2.0 is the first publicly disclosed frontier model trained on non-Nvidia accelerators. What that means for your local LLM setup is… Mike Perry · 2026-06-30 · 9 min read
• Claude Sonnet 5 Closes the Opus Gap: When Local Still Wins — When Claude Sonnet 5 closes the Opus quality gap, the cloud-vs-local math changes. Here is when a 12GB local rig still wins, and when it… Mike Perry · 2026-06-30 · 10 min read
• Running GLM-5.2 Locally on an RTX 3060: Ollama VRAM + tok/s — Practical setup for GLM-5.2 on an RTX 3060 12GB: quantization tradeoffs, Ollama num_gpu tuning, KV-cache pitfalls, and where CPU offload… Mike Perry · 2026-06-30 · 10 min read
• Is 8GB RAM Enough in 2026? A Real-World Performance Analysis — Is 8GB RAM enough in 2026? For gaming, creation, and local AI the answer is no — here is what to upgrade to and why, with real Steam… SpecPicks Editorial · 2026-06-30 · 9 min read
• Is My CPU Sufficient for Light Universe Simulations? — Is your CPU enough for light universe simulations? Benchmark-backed Ryzen 5 5600X vs 5700X guide for scientific workloads. SpecPicks Editorial · 2026-06-30 · 8 min read
• Self-Hosted Jellyfin on a Raspberry Pi 4 8GB: What 1080p Transcoding Really Costs — Can a Raspberry Pi 4 8GB run Jellyfin for 1080p streaming? Direct-play yes, transcoding no — and an SSD over USB beats an SD card every… Mike Perry · 2026-06-26 · 10 min read
• Intel Axes BigDL: Local-LLM Picks for Consumer GPUs in 2026 — Intel is ending BigDL development. Here's the practical migration path off BigDL-LLM to llama.cpp, Ollama, and vLLM on an RTX 3060 12GB… Mike Perry · 2026-06-26 · 11 min read
• Crucial BX500 vs Samsung 870 EVO for Budget & Retro Builds — Crucial BX500 vs Samsung 870 EVO compared on price, DRAM, endurance, and sustained writes — for budget desktops, modern Steam libraries… Mike Perry · 2026-06-26 · 10 min read
• SteamOS Boots on Intel Hardware: Enthusiast Hack Breaks AMD Lock-In — An enthusiast booted SteamOS on Intel hardware, breaking Valve's AMD lock-in. Here's what the hack actually proves, what works, and which… Mike Perry · 2026-06-26 · 9 min read
• Raspberry Pi Locator Website to Shut Down in July 2026 — The Raspberry Pi Locator shuts down in July 2026 because supply has normalized. Here's what Pi buyers use now, what to watch, and how to… Mike Perry · 2026-06-26 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for Budget 1080p Gaming — Ryzen 5 5600G vs Ryzen 7 5700X compared for 1080p gaming with an RTX 3060. iGPU stopgap or extra cores — the decision tree, the… Mike Perry · 2026-06-26 · 11 min read
• Best Sim Racing Wheel & Pedal Setup in 2026 — The Logitech G29 wins for PS5/PC, the HORI Force Feedback DLX for Xbox, and the Thrustmaster TH8A shifter for vintage realism. Full 2026… Mike Perry · 2026-06-26 · 11 min read
• Best GPU for 1080p Esports in 2026: Why the RTX 3060 Still Wins — The RTX 3060 12GB still wins 1080p esports in 2026 thanks to mature drivers, 12GB VRAM headroom, and sub-$400 pricing. Picks across Zotac… Mike Perry · 2026-06-26 · 11 min read
• Best USB Microphone for Streaming in 2026 — The HyperX QuadCast 2 is the best USB microphone for streaming in 2026; the Blue Yeti wins podcasting and the NexiGo N950P bundle is the… Mike Perry · 2026-06-26 · 11 min read
• GLM-5.2 on 12GB VRAM: Quantization and Speed on the RTX 3060 — Can the RTX 3060 12GB run GLM-5.2 locally? A quantization-by-quantization look at what fits in VRAM, expected tok/s, and offload tradeoffs… Mike Perry · 2026-06-25 · 14 min read
• Period-Correct Windows 98 Boot Drive: CompactFlash vs IDE SSD — CompactFlash or IDE SSD for a Windows 98 retro PC boot drive? A 2026 deep dive on BIOS LBA limits, FAT32 caps, DMA negotiation, and jumper… Mike Perry · 2026-06-25 · 15 min read
• Microsoft MAI-Image-2.5 Lands #2 on the Image Arena — The Local Angle — Microsoft MAI-Image-2.5 lands #2 on the Image Arena. The local angle: what an RTX 3060 12GB can actually run for SDXL, FLUX.1, and SD3 in… Mike Perry · 2026-06-25 · 13 min read
• Build a Raspberry Pi 4 Pi-hole + Unbound Ad-Blocker in 2026 — How to build a Pi-hole ad blocker on a Raspberry Pi 4 8GB with Unbound recursive DNS — Docker compose, SSD storage, DHCP setup, and… Mike Perry · 2026-06-25 · 13 min read
• KOORUI vs Samsung Odyssey: Best 27-inch 4K Gaming Monitor in 2026 — Buying between the KOORUI 27" 4K QD-Mini LED and Samsung Odyssey 4K in 2026? The verdict, spec table, and the GPU you actually need to… Mike Perry · 2026-06-25 · 10 min read
• Open-WebUI on a Raspberry Pi 4: A Front-End for Your RTX 3060 LLM Rig — How to host Open-WebUI on a Raspberry Pi 4 as the frontend to a remote RTX 3060 Ollama backend — Docker compose, OLLAMA_BASE_URL, and the… Mike Perry · 2026-06-25 · 13 min read
• Best Storage for a Retro PC Build in 2026 — Best storage for a retro PC build in 2026 — CompactFlash boot drives, SATA SSDs for XP-era rigs, and USB bridges for imaging vintage IDE… Mike Perry · 2026-06-25 · 15 min read
• Raspberry Pi 4 vs Pi Zero W: Which Board for Your First Project? — Raspberry Pi 4 or Pi Zero W for your first project in 2026? A spec-delta table, project-fit matrix, and storage advice for both boards… Mike Perry · 2026-06-25 · 14 min read
• Best Controller for PC Gaming in 2026: Wired vs Wireless Compared — Best controller for PC gaming in 2026? Wired GameSir G7 SE, wireless DualSense, 8BitDo Pro 2, HORIPAD compared — latency, battery, build… Mike Perry · 2026-06-25 · 15 min read
• Gemini 3.5 Flash Can Drive Your Screen — Build a Local Agent Rig Instead — What hardware do you actually need for a local computer-use AI agent in 2026? An RTX 3060 12GB, a Ryzen 7 5800X, and a fast NVMe gets you… Mike Perry · 2026-06-25 · 14 min read
• FIDECO vs Unitek: Best IDE-to-USB Adapter for Retro Drive Imaging — FIDECO vs Unitek SATA/IDE to USB 3.0 adapter for imaging retro PC drives in 2026 — power supply quality, chipset behavior, and… Mike Perry · 2026-06-25 · 14 min read
• Turtle Beach Recon 50 vs BERIBES: Best Budget Gaming Headset Under $40? — Turtle Beach Recon 50 vs BERIBES Bluetooth — best budget gaming headset under $40 in 2026? Drivers, mic, latency, codec support, and… Mike Perry · 2026-06-25 · 14 min read
• Best GPU for 1440p Gaming Under $300 in 2026 — What is the best GPU for 1440p gaming under $300 in 2026? The RTX 3060 12GB family — cited FPS tables, VRAM-vs-8GB analysis, and a Top… Mike Perry · 2026-06-25 · 15 min read
• Can the Ryzen 5 5600G Run Local LLMs Without a GPU? — A practical look at running quantized 7B-13B LLMs CPU-only on the Ryzen 5 5600G in 2026 — tok/s numbers, RAM bandwidth limits, and the… Mike Perry · 2026-06-25 · 14 min read
• Best Streaming Gear for New Streamers in 2026: 5 Picks to Start On-Air — A 2026 starter kit for new streamers: HyperX QuadCast 2, Blue Yeti, 4K webcam, ring light and over-ear headphones — five picks, under $700… Mike Perry · 2026-06-25 · 12 min read
• Build a Period-Correct Windows XP Gaming PC in 2026: The CompactFlash Boot-Drive Trick — Era-correct Windows XP gaming on a Socket 478 / Socket A AGP rig with a CompactFlash drive in 2026 — silent, low-power and totally offline. Mike Perry · 2026-06-25 · 14 min read
• Build a Self-Updating 24/7 FM Radio Station on a Raspberry Pi Zero W — Build a legal low-power 24/7 FM radio station on a Raspberry Pi Zero W using PiFmRds/PiFmAdv — parts list, software setup, RDS encoding… Mike Perry · 2026-06-25 · 15 min read
• Build a Home Assistant Smart-Home Hub on a Raspberry Pi 4 8GB in 2026 — Build a 24/7 Home Assistant smart-home hub on a Raspberry Pi 4 8GB with SSD boot, Zigbee, Z-Wave and three worked automation examples. Mike Perry · 2026-06-25 · 16 min read
• Raspberry Pi OS Moves to the Linux 6.18 LTS Kernel With an Updated LabWC Compositor — Linux 6.18 LTS lands in Raspberry Pi OS with the new Labwc Wayland compositor as default. What changes, what breaks and how to handle the… Mike Perry · 2026-06-25 · 12 min read
• Qualcomm Enters the Data-Center Market With Its Own AI Processor — Qualcomm's AI200 and AI250 data-center accelerators target inference workloads. What the announcement covers, what it doesn't, and what it… Mike Perry · 2026-06-25 · 11 min read
• HyperX QuadCast 2 vs Blue Yeti: Best USB Mic for Streaming and Podcasting in 2026 — HyperX QuadCast 2 has cleaner condenser sound and a built-in mute; Blue Yeti is louder, more forgiving and cheaper. Verdict matrix included. Mike Perry · 2026-06-25 · 12 min read
• Best Budget GPU for Local LLMs in 2026: RTX 3060 12GB vs the Alternatives — RTX 3060 12GB is still the cheapest 12GB ticket in 2026, but used 3090s, ARC A770 16GB and Apple Mac mini M4 each beat it on one axis. The… Mike Perry · 2026-06-25 · 16 min read
• ComfyUI on an RTX 3060 12GB: A 2026 Local Stable Diffusion Setup Guide — ComfyUI on an RTX 3060 12GB handles SD 1.5 and SDXL comfortably and runs Flux dev with low-VRAM flags. Setup, model tables, sampler picks… Mike Perry · 2026-06-25 · 14 min read
• Ollama vs LM Studio on an RTX 3060 12GB in 2026: Which Local Runner Wins? — Side-by-side on the same RTX 3060 12GB: Ollama wins on automation and scripting, LM Studio wins on UX and model discovery, both run the… Mike Perry · 2026-06-25 · 12 min read
• Claude Now Writes 65% of Anthropic's Code: The Local Coding-Rig Angle — Anthropic's reported 65% Claude-written codebase reframes the local-coding-rig question: when does a Ryzen + RTX 3060 12GB rig pay back vs… Mike Perry · 2026-06-25 · 13 min read
• Build a Budget Local-AI Rig in 2026: Ryzen 7 5800X + RTX 3060 12GB — A complete parts list, tuning checklist and tok/s expectations for a Ryzen 7 5800X + RTX 3060 12GB local-AI rig under $1,200 in 2026. Mike Perry · 2026-06-25 · 15 min read
• GLM-5.2 vs Qwen3 on a 12GB GPU: Best Open-Weights LLM for an RTX 3060 — Both GLM-5.2 and Qwen3 fit comfortably on an RTX 3060 12GB at q4_K_M up to 14B parameters. Qwen3 wins on coding and prefill; GLM-5.2 on… Mike Perry · 2026-06-25 · 13 min read
• Best CPU Cooler for AMD Ryzen in 2026 — Best CPU coolers for AMD Ryzen in 2026: DeepCool AK620 overall, Noctua NH-U12S for compact builds, Arctic Liquid Freezer III 360 for 170W… Mike Perry · 2026-06-24 · 17 min read
• Best SATA SSD for Gaming and Game-Library Storage in 2026 — Compare the Samsung 870 EVO, Crucial BX500, MX500, WD Blue, and SanDisk Ultra 3D for game-library duty in 2026, and learn when to skip… Mike Perry · 2026-06-24 · 12 min read
• Ryzen 7 5700X + RTX 3060 12GB: A Balanced 1440p Build in 2026 — A 5700X plus RTX 3060 12GB still delivers a balanced 1440p experience in 2026: realistic FPS, full part list, upgrade path, and when to… Mike Perry · 2026-06-24 · 17 min read
• Building a 3dfx Voodoo2 SLI Win98 Rig with a CompactFlash Boot Drive — How to build a 2026 Voodoo2 SLI Win98SE rig with a CompactFlash boot drive, BX440 board, Pentium III CPU, and the right Glide driver… Mike Perry · 2026-06-24 · 16 min read
• Raspberry Pi 4 8GB as a Jellyfin Media Server: Real Limits — A Pi 4 8GB runs Jellyfin well for direct-play and light remux — but 4K HEVC transcoding will stutter. Here is what works, what does not… Mike Perry · 2026-06-24 · 16 min read
• 256GB Samsung microSD Drops to $32 — Storage Prices Slide — A 256GB Samsung EVO Plus microSD just hit $32 — about 40% off list. Here is whether the deal holds up, and what the NAND slide means for… Mike Perry · 2026-06-24 · 10 min read
• OpenAI and Broadcom Unveil 'Jalapeño' Inference Chip — OpenAI and Broadcom's reported "Jalapeño" inference ASIC explained: what it does, why it exists, and what it changes for consumer AI… Mike Perry · 2026-06-24 · 12 min read
• 16GB vs 32GB RAM for Windows 11 Gaming in 2026 — Public benchmarks show 16GB still plays most 2026 AAA titles, but 32GB removes stutter under modded loads, browser sprawl, and streaming… Mike Perry · 2026-06-24 · 12 min read
• Noctua NH-U12S vs DeepCool AK620 for the Ryzen 7 5800X — Noctua NH-U12S or DeepCool AK620 for the Ryzen 7 5800X? Real load-temp deltas at matched fan speeds. Verdict: AK620 for PBO, NH-U12S for… Mike Perry · 2026-06-24 · 10 min read
• Best GPU for Local Stable Diffusion at 1080p/1440p in 2026 — VRAM, not shader count, gates local image generation. Here is the 2026 buyer's read on budget, mid, and prosumer GPU tiers for SDXL plus… Mike Perry · 2026-06-24 · 12 min read
• vLLM vs llama.cpp for Single-User Local Chat on a 12GB GPU — For solo chat on a 12GB RTX 3060 GPU in 2026, llama.cpp wins on setup and VRAM headroom; vLLM only pays off when concurrent users enter… Mike Perry · 2026-06-24 · 16 min read
• GLM-5.2 vs Claude Opus 4.7: Open-Weights Value on Local GPUs — GLM-5.2 challenges Claude Opus 4.7 on cost: a breakdown of quant tiers, VRAM needs on RTX 3060 and 4090 cards, and the local-vs-API… Mike Perry · 2026-06-24 · 14 min read
• Can the Ryzen 5 5600G Game at 1080p Without a Graphics Card in 2026? — The Ryzen 5 5600G games at 1080p without a graphics card — what runs well, RAM speed gotchas, and the discrete-card upgrade path. Mike Perry · 2026-06-24 · 9 min read
• Ollama vs llama.cpp on a 12GB GPU: Which Is Faster for Single-User Chat? — Ollama vs llama.cpp on a 12GB RTX 3060 — same engine underneath, different setup. Throughput numbers and when to pick each. Mike Perry · 2026-06-24 · 9 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM? What Actually Works in 2026 — Yes, a Raspberry Pi 4 8GB runs local LLMs — for small models at a few tokens per second. What works, what doesn't, and when. Mike Perry · 2026-06-24 · 9 min read
• Rescue a Dying Vintage IDE Drive by Cloning It to CompactFlash — Rescue a dying vintage IDE drive by imaging it to CompactFlash. Adapters, ddrescue, BIOS geometry, and the gotchas in 2026. Mike Perry · 2026-06-24 · 10 min read
• Logitech G29 vs HORI Force Feedback: Which Sim Wheel for Beginners? — Logitech G29 vs HORI Force Feedback DLX for beginner sim racing — platform support, force feedback feel, pedals, and shifters. Mike Perry · 2026-06-24 · 9 min read
• Best USB Microphone for Streaming Under $150 in 2026 — Best USB mic under $150 for streaming in 2026 — HyperX QuadCast 2 vs Blue Yeti, plus why room treatment beats mic upgrades. Mike Perry · 2026-06-24 · 9 min read
• Intel Panther Lake on Linux: First Core Ultra X7 Numbers Land — Panther Lake's first Linux benchmarks land — solid uplift on CPU and NPU paths, but discrete cards still win for mid-size LLMs. Mike Perry · 2026-06-24 · 9 min read
• 180Hz 1440p Monitors Hit Entry Pricing — Here's How the 4K Tier Compares — Entry-priced 1440p 180Hz panels now undercut cheap 4K monitors. How they stack up on mid-range GPUs, HDR, and motion clarity. Mike Perry · 2026-06-24 · 9 min read
• Local AI Video After Seedance 2.5: What GPU Generates 30-Second Clips — Local AI video on a 12GB GPU in 2026 — what's runnable, render times, cooling needs, and when renting cloud is cheaper. Mike Perry · 2026-06-24 · 9 min read
• Running Mistral's New OCR Model Locally on a 12GB GPU — Mistral's new OCR model and a 12GB GPU make local document OCR credible. Throughput numbers, costs, and when cloud still wins. Mike Perry · 2026-06-24 · 10 min read
• GLM-5.2 Local: What GPU Actually Runs the Top Open-Weights LLM — GLM-5.2 is the top open-weights model right now. Here's what a 12GB RTX 3060 actually runs and what context length and quants cost you. Mike Perry · 2026-06-24 · 10 min read
• Cursor Launches Its Own AI Model and Git Platform: What Changes — Cursor in 2026 ships its own first-party coding model and a git-hosting platform — what really changes for hosted IDE users and local-LLM… Mike Perry · 2026-06-24 · 12 min read
• CompactFlash as a Silent IDE Boot Drive: A 1998-Era Build Log — How to run a CompactFlash card as a silent IDE boot drive in a 1998-era Pentium II/III PC: adapter shapes, jumpers, BIOS LBA limits, and… Mike Perry · 2026-06-24 · 16 min read
• Expanding the SNES Classic and Genesis Mini Library in 2026 — Expand the SNES Classic and Genesis Mini in 2026 with Hakchi2 CE, Project Lunar, and 8BitDo controllers, per public modding guides and… Mike Perry · 2026-06-24 · 13 min read
• Which GPU Runs Which LLM? A Per-Model VRAM Compatibility Guide (2026) — Which card runs Llama-3-70B, GLM-5.2, or DeepSeek locally? A per-model VRAM table across 8-48 GB tiers, with real tok/s numbers. Mike Perry · 2026-06-24 · 10 min read
• OpenAI Says GPT-5.5-Cyber Beats Anthropic's Mythos on Security — OpenAI claims GPT-5.5-Cyber tops Anthropic's Mythos across SecBench, CyberSecEval, and HackBench in 2026 — vendor numbers, methodology… Mike Perry · 2026-06-24 · 13 min read
• Is the Ryzen 7 5800X Still Worth It for 1440p Gaming in 2026? — The Ryzen 7 5800X in 2026: still a real sweet-spot 1440p gaming CPU paired with a midrange GPU, or is it finally time to jump to AM5… Mike Perry · 2026-06-24 · 12 min read
• Build a Motion-Triggered Wildlife Camera on Raspberry Pi (2026) — A 2026 synthesis: building a PIR-triggered Raspberry Pi wildlife camera with sourced BOM, wiring, motion vs picamera2 stacks, and solar… Mike Perry · 2026-06-24 · 16 min read
• Best Storage and IDE Adapters for Retro PC Builds in 2026 — CompactFlash for boot, SATA SSDs via JM20330 bridge for bulk game storage, USB 3.0 docks for imaging — the complete 2026 retro PC IDE… Mike Perry · 2026-06-24 · 16 min read
• Best Controller for Emulation and Retro Gaming on PC (2026) — Five controllers compared for retro emulation on PC in 2026: 8BitDo Pro 2, SN30 Pro, GameSir G7 SE, DualSense, HORIPAD Pro — with sourced… Mike Perry · 2026-06-24 · 14 min read
• Best PC and Emulation Controllers in 2026 — The best PC and emulation controllers in 2026, ranked by input latency, build quality, battery life, and software compatibility across… Mike Perry · 2026-06-24 · 14 min read
• Crucial BX500 vs Samsung 870 EVO: Best 1TB SATA SSD for Game Storage — Crucial BX500 vs Samsung 870 EVO for 1TB game storage in 2026: endurance, sustained writes, real load times, and which SATA SSD wins for… Mike Perry · 2026-06-24 · 13 min read
• Why AI Memory Bandwidth Matters: From Micron's HBM to Your GDDR6 — Anthropic's 2026 Micron memory partnership puts AI bandwidth in the spotlight. Here is how HBM, GDDR7, and GDDR6 actually shape local LLM… Mike Perry · 2026-06-24 · 14 min read
• Samsung Odyssey 4K vs KOORUI 27" 4K Mini-LED: Which Wins? — Samsung Odyssey 4K or KOORUI 27" 4K QD-Mini LED for gaming in 2026? Real HDR + contrast measurements. Verdict: KOORUI for HDR gaming… Mike Perry · 2026-06-23 · 10 min read
• Best 2.5" SATA SSD to Upgrade a PS4 Pro in 2026 — The best 2.5" SATA SSDs to upgrade a PS4 Pro in 2026. Load times drop 50-60% on any pick here; the Samsung 870 EVO is our default… Mike Perry · 2026-06-23 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget Gaming PC — Ryzen 5 5600G or Ryzen 7 5700X for a budget gaming build? The answer depends entirely on whether you already own a discrete GPU. Real FPS… Mike Perry · 2026-06-23 · 9 min read
• The Adder at the Heart of Intel's 8087 Math Coprocessor — A die-level Hackaday teardown walks the shared adder at the heart of Intel's 8087 — why 1980 constraints shaped a design still taught to… Mike Perry · 2026-06-23 · 9 min read
• SteamOS Boots on Intel Hardware After Community Port — A community SteamOS port now boots on Intel-based handhelds and mini-PCs in 2026. Here's what runs, what breaks, and the buying list if… Mike Perry · 2026-06-23 · 9 min read
• Local LLMs on the Ryzen 5 5600G: llama.cpp CPU Inference Numbers — How fast does a Ryzen 5 5600G actually run local LLMs on CPU with llama.cpp? Real tok/s numbers across 3B, 7B, 8B, and 13B models with… Mike Perry · 2026-06-23 · 9 min read
• Intel Axes BigDL/IPEX-LLM: Where Local Inference Goes Now — Intel is winding down BigDL/IPEX-LLM. Here's where to land in 2026 for CUDA, Arc, and CPU-only local LLM inference — with concrete tok/s… Mike Perry · 2026-06-23 · 9 min read
• DeepSeek on the US Entity List: What It Means for Local Inference — Would a US Entity List action on DeepSeek stop you from running its models locally on an RTX 3060 or Ryzen APU? Here's what actually… Mike Perry · 2026-06-23 · 10 min read
• Best Budget SSD for 2026: 5 SATA and NVMe Picks — Five budget SATA and NVMe SSDs worth buying in 2026, from the Samsung 870 EVO to the WD Blue SN550 — picks, specs, and a buying-criteria… Mike Perry · 2026-06-19 · 10 min read
• Plug-and-Play Retro Consoles Compared: Genesis Mini vs SNES vs NES Classic — The Genesis Mini, SNES Classic, and NES Classic compared head-to-head — game libraries, controllers, and where each retro plug-and-play… Mike Perry · 2026-06-19 · 9 min read
• The Sound Blaster Monopoly: How Creative Labs Owned PC Audio — How Creative Labs turned an early DOS audio card into a decade-long monopoly through developer lock-in, the AWE32 line, and the Aureal… Mike Perry · 2026-06-19 · 10 min read
• Best PC Controller in 2026: DualSense vs GameSir G7 SE vs HORIPAD — Head-to-head on the four best PC controllers for 2026 — DualSense, GameSir G7 SE, HORIPAD Pro, 8BitDo SN30 Pro — with latency, battery… Mike Perry · 2026-06-19 · 10 min read
• Ryzen 7 5800X vs 5700X for Streaming and Gaming in 2026 — Ryzen 7 5800X vs 5700X in 2026: real game frame rates, the streaming-while-gaming gap, and which to pair with what cooler. Mike Perry · 2026-06-19 · 10 min read
• Best GPU for Local LLMs Under $400 in 2026 — Best GPU for local LLMs under $400 in 2026: new vs used 12 GB picks, AMD's software-stack gap, and the right pairing for each. Mike Perry · 2026-06-19 · 9 min read
• Budget 4K QD-Mini LED Gaming Monitors Hit New Lows in 2026 — Two 27" 4K QD-Mini LED gaming monitors landed under $400 in early 2026. What they do, what they cost, and which GPU drives them. Mike Perry · 2026-06-19 · 3 min read
• Amstrad CPC Emulator Now Runs on the Raspberry Pi Pico 2 — A working Amstrad CPC emulator now runs on the Raspberry Pi Pico 2 microcontroller — what it does, what it doesn't, and what to buy. Mike Perry · 2026-06-19 · 4 min read
• Build a Raspberry Pi Retro Handheld with the 8BitDo SN30 Pro — Cheap, flexible, drift-free: build a Raspberry Pi RetroPie handheld around the 8BitDo SN30 Pro for under $100 in 2026. Mike Perry · 2026-06-19 · 11 min read
• RTX 3060 12GB in 2026: Is It Still a 1080p Value Champion? — The RTX 3060 12GB is still one of the best sub-$400 GPUs in 2026 for 1080p gaming and local AI thanks to its VRAM buffer. Full FPS numbers… Mike Perry · 2026-06-19 · 10 min read
• ComfyUI on an RTX 3060 12GB: Real Image-Gen Throughput in 2026 — ComfyUI on a 12 GB RTX 3060: real per-step latency for SDXL and FLUX, VRAM budgeting tips, and where the 12 GB ceiling actually bites. Mike Perry · 2026-06-19 · 10 min read
• Benchmarking Open Models for Agentic Tool Use on an RTX 3060 — Picking a local agent model is about tool-call reliability, not headline scores. Here is how the strongest 7B-class open models perform on… Mike Perry · 2026-06-19 · 11 min read
• GLM-5.2 Review: Running the Top Open-Weights LLM on an RTX 3060 — GLM-5.2 at q4_K_M runs on a 12GB RTX 3060 at 30 tok/s with 8K context, no offload — the cheapest sane on-ramp to a real local LLM in 2026. Mike Perry · 2026-06-19 · 13 min read
• Building a MAME Fighting Setup: Fight Stick + CF Storage for an Arcade Corner — Build a MAME fighting setup in 2026: which fight stick, how to use CompactFlash for ROM storage, and the rest of the arcade-corner build… Mike Perry · 2026-06-19 · 7 min read
• IDE and CompactFlash to USB Adapters for Retro PC Drive Imaging: Which to Buy — IDE and CompactFlash to USB adapters for retro PC drive imaging: a 2026 buyer's guide to which adapter to grab when you need to read a… Mike Perry · 2026-06-19 · 7 min read
• Raspberry Pi 5 16GB for Local LLMs: What Models Actually Fit? — Raspberry Pi 5 16GB for local LLMs: what models actually fit, what speeds to expect, and when to step up to a discrete GPU rig. Mike Perry · 2026-06-19 · 7 min read
• Build an Always-On Raspberry Pi Zero W Project: 24/7 FM Radio and More — The Raspberry Pi Zero W is the cheapest always-on hobbyist platform in 2026 — here is how to build a 24/7 FM radio (and a few other… Mike Perry · 2026-06-19 · 7 min read
• Best Budget Streaming Gear in 2026: 5 Picks to Go Live Cheap — Best budget streaming gear in 2026: a mic, webcam, headphones, lighting, and a backup mic — five picks that get you live for under $400… Mike Perry · 2026-06-19 · 7 min read
• Logitech G29 vs HORI Force Feedback Wheel: Which Entry Sim Racing Wheel Wins? — Logitech G29 vs HORI Force Feedback Wheel: the entry sim racing head-to-head, plus the active 2026 alternatives (G920, HORI Overdrive)… Mike Perry · 2026-06-19 · 7 min read
• Best SSD for Expanding Your Steam Library in 2026: SATA Value Picks — The best SSDs for expanding your Steam library in 2026: SATA-class value picks that match game-load times without paying NVMe-tier prices… Mike Perry · 2026-06-19 · 7 min read
• PebbleOS Comes to the Raspberry Pi RP2350: What the Port Means for Tinkerers — PebbleOS now runs on the Raspberry Pi RP2350. Here is what the port enables for tinkerers, what hardware you need, and where the project… Mike Perry · 2026-06-19 · 7 min read
• Open-WebUI Self-Hosted on a Ryzen 5 5600G + RTX 3060: A Private ChatGPT at Home — Open-WebUI self-hosted on a Ryzen 5 5600G + RTX 3060 gives you a private ChatGPT-style web UI for the whole household. Here is the full… Mike Perry · 2026-06-19 · 7 min read
• Claude Code Artifacts Just Shipped: What It Adds, and the Local Aider Alternative — Claude Code Artifacts looks great but lives on Anthropic's servers. Here is what it adds, and the realistic local Aider alternative… Mike Perry · 2026-06-19 · 7 min read
• DeepSeek V4 Flash on a 12GB RTX 3060: The Cheapest Agentic Model, Run Local — DeepSeek V4 Flash runs locally on a single 12GB RTX 3060 at 18-26 tok/s. Here is the practical setup, the speed numbers, and where it… Mike Perry · 2026-06-19 · 8 min read
• AA-Briefcase's 800x Cost Spread: What It Means for Local Agentic Rigs — AA-Briefcase exposed an 800x cost spread across frontier agentic models. Here is what that gap implies for builders running agents on a… Mike Perry · 2026-06-19 · 8 min read
• GLM-5.2 vs DeepSeek V4 on a 12GB RTX 3060: Which Open-Weights Model Wins? — GLM-5.2 vs DeepSeek V4 on a 12GB RTX 3060: a 2026 buyer's synthesis of which open-weights model fits, runs fast, and produces better… Mike Perry · 2026-06-19 · 9 min read
• A 3D-Printed Switch Steering Wheel V2 Brings Adaptive Racing to More Players — Adafruit covers a new version of the open-hardware Nintendo Switch Steering Wheel from D4E1 — a printable, accessible racing controller… Mike Perry · 2026-06-17 · 9 min read
• 180Hz 1440p Gaming Monitors Hit Entry-Level Pricing — 180Hz 1440p gaming monitors are now selling at entry-level pricing per Tom's Hardware. Here's why that matters for mainstream RTX… Mike Perry · 2026-06-17 · 9 min read
• CompactFlash as a Win98 Boot Drive: Transcend CF133 + IDE Adapter Walkthrough — Build a silent, fast Win98 SE retro PC by swapping the IDE platter for a Transcend CF133 CompactFlash card. Full walkthrough… Mike Perry · 2026-06-17 · 9 min read
• Self-Host Immich on a Ryzen 5 5600G Mini-PC: Power, Storage, Real Throughput — A Ryzen 5 5600G mini-PC handles Immich for a household library cleanly. Here's the BOM, the real throughput numbers, and the storage… Mike Perry · 2026-06-17 · 10 min read
• Aider vs Cline vs Continue.dev for Local Coding on an RTX 3060 (2026) — Aider, Cline, and Continue.dev all run on a 12GB RTX 3060 in 2026, but they optimize for different workflows and have very different token… Mike Perry · 2026-06-17 · 9 min read
• Copilot Cowork Goes Usage-Based: The Local-Rig Cost Case in 2026 — Metered Copilot Cowork billing changes the math on local AI coding. We work the BOM, the break-even, and the honest cases where a budget… Mike Perry · 2026-06-17 · 9 min read
• GLM-5.2's 37k-Token Reasoning Outputs and What They Mean for Local Rigs — GLM-5.2 averages ~37k output tokens per task — a 4-7x jump over GLM-5.1. Here's why that hits 12GB GPUs hardest and how to size a local… Mike Perry · 2026-06-17 · 9 min read
• LLM VRAM Requirements by Model in 2026: What Fits 12GB, 24GB, 48GB — How much VRAM you actually need for local LLMs in 2026, broken down by model size, quantization level, and context length — with concrete… Mike Perry · 2026-06-17 · 11 min read
• AVX-512 Software RAID on AMD Ryzen: Up to 41% Faster Linux md-RAID — Linux's new AVX-512 md-RAID path accelerates parity arrays by up to 41% — but Zen 3 Ryzen (5800X, 5600G) doesn't expose AVX-512. Mike Perry · 2026-06-17 · 11 min read
• Ryzen 7 5800X vs Ryzen 5 5600G for 1080p Gaming: Which Wins? — With a discrete GPU the Ryzen 7 5800X wins 1080p gaming and productivity. Without one, the 5600G is the only chip that gets you gaming… Mike Perry · 2026-06-17 · 10 min read
• Best 1440p Monitor for an RTX 3060: Matching Panel to GPU — 27-inch 1440p IPS with adaptive sync is the textbook RTX 3060 pairing. 4K is a poor fit unless you also do creative work alongside gaming. Mike Perry · 2026-06-17 · 10 min read
• Best SATA SSD to Upgrade Your PS4 Pro Storage in 2026 — Samsung 870 EVO for endurance, Crucial BX500 1TB for $/GB, SanDisk SSD Plus for budget — all drop into the PS4 Pro's 2.5-inch 7mm bay. Mike Perry · 2026-06-17 · 10 min read
• Hyperscalers May Soon Outrun Their Cash Flow on AI Buildout — A new report says hyperscaler AI capex now outpaces operating cash flow. Local-rig builders read what this means for cloud-vs-own math. Mike Perry · 2026-06-17 · 7 min read
• Sega Genesis Mini vs Raspberry Pi Emulation in 2026: Which to Buy? — Sega Genesis Mini or a Raspberry Pi RetroPie build in 2026? A buy-vs-build breakdown of price, accuracy, library and who each path… Mike Perry · 2026-06-17 · 16 min read
• Self-Hosting Jellyfin on a Ryzen 5 5600G: 4K Transcode on the Cheap — Why the Ryzen 5 5600G remains the homelab pick for 2026 Jellyfin builds — what its Vega iGPU can really transcode, and the full BOM that… Mike Perry · 2026-06-17 · 14 min read
• That Game Boy Clone Runs Too Fast — and the Fix Is a Clock Crystal — A Hackaday teardown traces the speed-up bug in cheap Game Boy clones to the wrong-frequency clock crystal. The fix is a soldering swap. Mike Perry · 2026-06-17 · 7 min read
• Samsung's 256GB microSD Falls to $47.99 — Plus the SSD Sidegrade — Samsung's 256GB EVO Plus microSD drops to $47.99. We compare it against a 1TB SATA SSD and call where each one is the right buy. Mike Perry · 2026-06-17 · 7 min read
• GLM-5.2 With CPU Offload: Ryzen 7 5800X + RTX 3060 12GB Tested — Hybrid GPU+CPU offload on a Ryzen 7 5800X + 12GB RTX 3060 lets you run GLM-5.2 at q5_K_M — at about one third the tok/s of full-GPU q4. Mike Perry · 2026-06-17 · 9 min read
• GLM-5.2 on an RTX 3060 12GB: Can the New Open-Weights Leader Run Local? — Yes — GLM-5.2 runs at q4_K_M on a 12GB RTX 3060 with ~1-2GB headroom for the KV cache. We map the quant matrix and tok/s envelope. Mike Perry · 2026-06-17 · 10 min read
• Best Budget 4K Monitor for an RTX 3060 Build in 2026: SANSUI vs KOORUI vs ASUS TUF — Pairing a 4K monitor with an RTX 3060? The math is harder than it looks. Native 4K halves your framerate vs 1440p, DLSS recovers some of… Mike Perry · 2026-06-17 · 10 min read
• Best Budget GPU for 1440p Gaming in 2026: Is the RTX 3060 12GB Still It? — The RTX 3060 12GB delivers 55-75 FPS at 1440p high in modern AAA, climbing to 75-100 FPS with DLSS Quality. Where its 12GB VRAM still… Mike Perry · 2026-06-17 · 10 min read
• Inside the Creative Katana V2X Soundbar Teardown — and What It Says About Sound Blaster — A community teardown of Creative's Katana V2X soundbar exposes DSP silicon shared with the Sound BlasterX G6 — and what it means in 2026. Mike Perry · 2026-06-17 · 10 min read
• Sega Genesis Loads Games From a Vinyl Record in Viral Retro Hack — Enthusiasts encoded Sega Genesis ROM data onto a vinyl LP and loaded it onto stock 1988 hardware. The cassette-era nostalgia angle, why… Mike Perry · 2026-06-17 · 8 min read
• llama.cpp vs vLLM for Single-User Local Chat on a 12GB GPU (2026) — For single-user local chat on a 12GB GPU, llama.cpp wins on VRAM headroom, quant flexibility, and setup time. vLLM wins when you serve… Mike Perry · 2026-06-17 · 9 min read
• Ryzen 5 5600G as a Budget Local-LLM Host: iGPU + System RAM in 2026 — The Ryzen 5 5600G runs 3-7B LLMs CPU-only at 6-25 tok/s — usable for budget self-hosters but RAM-bandwidth bound. Here is the realistic… Mike Perry · 2026-06-17 · 9 min read
• 32B Models on 12GB VRAM: What an RTX 3060 Can Really Run in 2026 — On a 12GB RTX 3060, 14B at q4_K_M fits with tight context, 32B requires CPU offload, and 8B leaves headroom. The quant matrix every… Mike Perry · 2026-06-17 · 11 min read
• Intelligence Index v4.1 Goes Agentic: Can a 12GB RTX 3060 Keep Up Locally? — A 12GB RTX 3060 handles 7-8B function-calling agents at 30-45 tok/s, but agentic loops chew through VRAM and prefill on a 192-bit bus… Mike Perry · 2026-06-17 · 10 min read
• Is Your First Homelab Right? A 2026 Hardware Sanity Check on a Ryzen 5 5600G — Worried your first homelab CPU is too weak? The Ryzen 5 5600G handles Pi-hole, Home Assistant, Jellyfin, Immich, and 10+ containers… Mike Perry · 2026-06-17 · 12 min read
• Build a Raspberry Pi Zero W Retro Emulation Handheld in 2026 — The Pi Zero W remains the cheapest credible retro handheld brain. Vilros kit, 8BitDo SN30 Pro, RetroPie, and a 3.5" LCD make a build that… Mike Perry · 2026-06-17 · 12 min read
• Sound BlasterX G6 on a Retro Windows XP Rig: USB Audio for Period-Correct Builds — The Sound BlasterX G6 works on Windows XP SP3 and Windows 7 over USB Audio Class, with Creative's official drivers unlocking the full DSP… Mike Perry · 2026-06-17 · 12 min read
• Best Plug-and-Play Retro Game Console in 2026 — The best plug-and-play retro game consoles for 2026 — Sega Genesis Mini leads, with SNES Classic, Switch Lite, and PS4 picks compared side… Mike Perry · 2026-06-17 · 15 min read
• Best Budget Streaming Setup in 2026: 5 Picks Under Budget — Five picks for a working budget streaming setup in 2026: HyperX QuadCast 2 S, Blue Yeti, NexiGo N950P, NEEWER ring light, and Logitech… Mike Perry · 2026-06-16 · 10 min read
• CPU Offload for Local LLMs: Does a Ryzen 7 5800X Help? — Spilling layers onto a Ryzen 7 5800X cuts a 14B model from 38 tok/s to about 4. Here is when CPU offload is worth it and when to just… Mike Perry · 2026-06-16 · 10 min read
• NVMe vs SATA SSD for Local LLMs: Does Disk Speed Matter? — An NVMe SSD cuts the cold-load time for a 14B q4 model from roughly 18 seconds to about 7 on the same RTX 3060 12GB build. Here is when… Mike Perry · 2026-06-16 · 11 min read
• CompactFlash as a Win98 Boot Drive: The 2026 Setup Guide — A Transcend CF133 + the right CF-to-IDE adapter makes a near-silent Win98 boot drive. Here is how to image it and dodge the fixed-disk… Mike Perry · 2026-06-16 · 11 min read
• Best Sim Racing Wheel and Shifter for Beginners in 2026 — The Logitech G920 is the budget force-feedback default in 2026; the Thrustmaster TH8A is the H-pattern shifter most beginners actually… Mike Perry · 2026-06-16 · 10 min read
• 32GB of DDR5 Drops to $240 in New Newegg Build Bundles — Newegg's latest Intel and AMD build bundles are landing 32GB DDR5 kits inside ~$240 builds. Here is who should jump and how to spec the… Mike Perry · 2026-06-16 · 10 min read
• Prompt Injection Still Breaks Local AI Agents in 2026 — Local LLM agents on RTX 3060 rigs are still vulnerable to indirect prompt injection in 2026. Here is what changes, what does not, and how… Mike Perry · 2026-06-16 · 9 min read
• Anthropic Backs Off Billing Overhaul as Price War Heats Up — Anthropic walked back an unpopular billing change this week. The signal for builders: cloud LLM pricing is volatile enough that a local… Mike Perry · 2026-06-16 · 10 min read
• Cursor vs Cline vs Aider for Local-First AI Coding in 2026 — Cursor wins on polish and frontier-model UX. Cline wins on local-model fit in VS Code. Aider wins on local-first git-native editing. Here… Mike Perry · 2026-06-16 · 10 min read
• Best Retro-PC Storage & Drive-Imaging Kit in 2026: 5 Picks — A complete 2026 retro-PC storage and drive-imaging kit — IDE-USB bridges, CompactFlash, and modern SATA SSDs. Mike Perry · 2026-06-16 · 7 min read
• Putting a Modern SATA SSD in a Win98/XP Retro Build via an IDE Bridge — A complete 2026 guide to installing a SATA SSD in a Win98 or XP retro PC via a $10 IDE bridge — including imaging workflow. Mike Perry · 2026-06-16 · 7 min read
• Build a Budget Self-Hosted Game Server on a Ryzen 5 5600G in 2026 — A 2026 budget self-hosted game server build — Ryzen 5 5600G, 32GB DDR4, Crucial BX500 SSD, hosts 4-12 concurrent players. Mike Perry · 2026-06-16 · 7 min read
• The Sound Blaster Monopoly: How Creative Owned Every PC — and What to Buy Now — Sound Blaster won on developer-API lock-in, not audio quality. The history, the cards, and the modern descendants in 2026. Mike Perry · 2026-06-16 · 7 min read
• Ollama vs LM Studio vs llama.cpp on an RTX 3060 12GB: Best Local Runner in 2026 — Ollama, LM Studio, and llama.cpp on an RTX 3060 12GB — same engine underneath, different workflows. The 2026 verdict. Mike Perry · 2026-06-16 · 7 min read
• Can a Raspberry Pi Zero W Run a Local LLM in 2026? A Tiny-Model Reality Check — A Raspberry Pi Zero W can run a tiny LLM in 2026 at 2-3 tokens per second. Useful as a teaching tool; not a daily driver. Mike Perry · 2026-06-16 · 7 min read
• Best Budget Ryzen Gaming PC Parts in 2026: 5 Picks That Punch Up — A $850-$1,000 Ryzen gaming build for 2026 — Ryzen 7 5700X, RTX 3060 12GB, Noctua NH-U12S, BX500 SSD, and a B550 board. Mike Perry · 2026-06-16 · 6 min read
• Intel i7-9700K vs Ryzen 7 5700X for a Budget 2026 Gaming Build — New AM4 builds win with the Ryzen 7 5700X; LGA1151 holdouts keep the i7-9700K. A practical 2026 budget gaming CPU guide. Mike Perry · 2026-06-16 · 7 min read
• Best GPU for 1080p Esports in 2026: High-Refresh Without Overspending — For 1080p competitive esports in 2026, the RTX 3060 12GB clears 240Hz on every common title and undercuts every newer card. Mike Perry · 2026-06-16 · 6 min read
• Best SSD for PS4 Pro in 2026: SATA Upgrades That Cut Load Times — The right 1TB SATA SSD cuts PS4 Pro load times by 30-50%. Crucial BX500 for value, Samsung 870 EVO for endurance. Mike Perry · 2026-06-16 · 6 min read
• SteamOS Boots on Intel: Enthusiast Hack Breaks Valve's AMD-Only Grip — SteamOS now boots on Intel hardware via a community patch. Here is what the hack means for budget Linux gaming rigs. Mike Perry · 2026-06-16 · 5 min read
• Per-Model Hardware Guide: Matching Llama, DeepSeek & Qwen to Your GPU — A practical 2026 hardware-to-model matching guide covering Llama 3.x, DeepSeek V4 derivatives, and Qwen 3. Mike Perry · 2026-06-16 · 8 min read
• DeepSeek V4 Pro at $0.04 a Task: When Local Still Beats the Cloud — At $0.04 per task in the cloud, a $1,000 local DeepSeek V4 Pro rig pays itself back at 600-800 tasks per month. Mike Perry · 2026-06-16 · 7 min read
• Intel Kills BigDL: The Best Local-LLM Stack to Switch To in 2026 — Intel has wound down BigDL/IPEX-LLM. Here is the practical 2026 migration to llama.cpp + Ollama on a 12GB RTX 3060. Mike Perry · 2026-06-16 · 8 min read
• Self-Host Immich on a Budget Homelab Box: Storage Tiers That Make Sense — A budget Immich self-host on a Ryzen 5 5600G with the right SSD storage tiers — under $400 in parts and Google Photos out the door. Mike Perry · 2026-06-16 · 11 min read
• Imaging Vintage IDE and SATA Drives in 2026: The Vantec CB-ISATAU2 Workflow — A retro-builder workflow for imaging vintage IDE and SATA drives in 2026 using the Vantec CB-ISATAU2 and ddrescue. Mike Perry · 2026-06-16 · 11 min read
• Air vs AIO for the Ryzen 7 5800X: Noctua NH-U12S vs CoolerMaster ML240L — Air vs AIO for the Ryzen 7 5800X: Noctua NH-U12S vs CoolerMaster ML240L V2 thermals, noise, case fit, and PBO behavior compared. Mike Perry · 2026-06-16 · 10 min read
• DualSense vs 8BitDo Pro 2 vs GameSir G7 SE: Best PC Controller in 2026 — DualSense, 8BitDo Pro 2, or GameSir G7 SE on PC in 2026 — three winners for three jobs, with a clear pick by use case. Mike Perry · 2026-06-16 · 10 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best USB Mic for Streaming in 2026 — Blue Yeti vs HyperX QuadCast 2 S for streaming: which sounds better, which rejects noise better, and which is right for your room and… Mike Perry · 2026-06-16 · 9 min read
• Asus ProArt PA27USD OLED Lands — and What 4K Gamers Can Buy for Less — Asus's ProArt PA27USD OLED merges creator color with high-refresh gaming, but mini-LED and 1440p alternatives still win on value. Mike Perry · 2026-06-16 · 10 min read
• Nintendo Switch Steering Wheel V2: A 3D-Printed Accessibility Controller — A V2 release of the D4E1 3D-printed Nintendo Switch steering wheel iterates on accessibility for players who can't use standard gamepads. Mike Perry · 2026-06-16 · 10 min read
• Intelligence Index v4.1: The Agentic-Benchmark Shift and Your Local Rig — Intelligence Index v4.1 weights agentic tasks higher. Here's how the shift reshapes hardware needs for a local RTX 3060 12GB rig. Mike Perry · 2026-06-16 · 12 min read
• DeepSeek V4 on an RTX 3060 12GB: What Actually Fits Locally — DeepSeek V4 on an RTX 3060 12GB: which distill and quant actually fits, how fast it runs, and when to rent V4 Pro instead. Mike Perry · 2026-06-16 · 13 min read
• When a Game Boy Clone Runs Too Fast: The Crystal-Swap Fix Behind a Viral Repair — A Game Boy clone running too fast had the wrong crystal. The 4.194304 MHz swap that fixed it, FPGA clone caveats, and the three to trust… Mike Perry · 2026-06-15 · 14 min read
• Hobbyist Turns a Raspberry Pi and ADS-B Into a Viral Real-Time Airport Tracker — A Raspberry Pi + RTL-SDR ADS-B feeder went viral as a live airport tracker. Full parts list, antenna placement, three setups, common… Mike Perry · 2026-06-15 · 13 min read
• Noctua NH-U12S vs DeepCool AK620 for Ryzen Overclocking: Air-Cooler Showdown — Noctua NH-U12S vs DeepCool AK620 for Ryzen overclocking in 2026. Noise-normalized thermals, clearance gotchas, and a clear verdict. Mike Perry · 2026-06-15 · 14 min read
• Ryzen 7 5800X vs 5700X for Gaming and Streaming: Which AM4 Chip Wins in 2026? — Ryzen 7 5800X vs 5700X for gaming and streaming on AM4 in 2026. Spec-delta, cooler-tax math, and three worked builds with a clear… Mike Perry · 2026-06-15 · 15 min read
• Best Budget GPU for Local 12B–14B LLM Inference: Why the RTX 3060 12GB Still Wins — The RTX 3060 12GB still wins for local 12B–14B LLM inference in 2026. Quantization matrix, perf-per-dollar math, and when to upgrade… Mike Perry · 2026-06-15 · 14 min read
• From AWE32 to BlasterX G6: The Sound Blaster Lineage for Modern Retro Rigs — From AWE32 to BlasterX G6: the Sound Blaster family tree for retro PC builders, with era-by-era picks, SoundFont notes, and modern… Mike Perry · 2026-06-15 · 17 min read
• Revive a Dead Payphone with a Raspberry Pi Zero 2 W: Full Build Walkthrough — Resurrect a dead payphone with a Raspberry Pi Zero 2 W. GPIO wiring, SIP/VoIP stack, audio path, and the five mistakes that kill these… Mike Perry · 2026-06-15 · 16 min read
• Build a Self-Updating 24/7 FM Radio Station on a Raspberry Pi Zero W — Build a self-updating 24/7 FM radio station on a $15 Raspberry Pi Zero W. Full parts list, software stack, FCC Part 15 limits, and pitfalls. Mike Perry · 2026-06-15 · 14 min read
• Microsoft Mirage Adds Persistent Spatial Memory: Can a 12GB GPU Run Local Video Gen? — Microsoft Mirage adds persistent spatial memory to video gen. Here's what an RTX 3060 12GB can actually produce locally, and where it… Mike Perry · 2026-06-15 · 13 min read
• Claude Fable 5 Beats GPT-5.5 by 13 Points: The Local-LLM Reality Check — Claude Fable 5 beats GPT-5.5 by 13 points on FrontierMath — but a $329 RTX 3060 12GB still handles 7B–14B local LLMs at $0 marginal cost. Mike Perry · 2026-06-15 · 14 min read
• FIDECO vs Unitek SATA/IDE-to-USB Adapters: Imaging and Rescuing Vintage Drives in 2026 — FIDECO is the default IDE-to-USB rescue adapter in 2026; Vantec USB 2.0 handles the genuinely-vintage drives modern bridges refuse. Mike Perry · 2026-06-15 · 10 min read
• Best Game Controllers for PC and Emulation in 2026 — The DualSense is the safe all-around PC pick; the 8BitDo SN30 Pro wins emulation; the GameSir G7 SE wins wired latency. Mike Perry · 2026-06-15 · 11 min read
• ExLlamaV2 vs llama.cpp for Single-User Chat on an RTX 3060 12GB in 2026 — ExLlamaV2 hits 30-45 tok/s on a 13B at q4 on the RTX 3060 12GB; llama.cpp hits 20-30 but offloads bigger models to RAM. Pick by workload. Mike Perry · 2026-06-15 · 10 min read
• Self-Host Jellyfin on a Ryzen 5 5600G Mini Build in 2026: Measured Power and Transcoding — The Ryzen 5 5600G is the cheapest serious Jellyfin host in 2026 — Vega 7 VAAPI hits four 1080p streams while idling under 30 W. Mike Perry · 2026-06-15 · 10 min read
• Build a Pi Zero W Handheld Retro Emulator in 2026: Full Parts List and Setup — Build a Raspberry Pi Zero W retro emulator handheld in 2026. Complete parts list and step-by-step setup using RetroPie and an 8BitDo SN30… Mike Perry · 2026-06-15 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget Homelab and Virtualization Box in 2026 — Ryzen 5 5600G vs Ryzen 7 5700X for a 2026 homelab: the 5600G wins on idle and free display via iGPU; the 5700X wins on cores and Gen4… Mike Perry · 2026-06-15 · 10 min read
• Best Sim-Racing Wheel and Shifter Setup for Beginners in 2026 — The right beginner sim-racing setup in 2026 is a Logitech G920 with optional Thrustmaster TH8A shifter. Force feedback teaches; cheap pads… Mike Perry · 2026-06-15 · 10 min read
• Best 4K Monitor for Console Gaming on a PS4 Pro in 2026 — Best 4K monitors for a PS4 Pro in 2026 across value HDR and high-refresh 1440p sidestep picks. SANSUI for value KOORUI Mini-LED for HDR… Mike Perry · 2026-06-15 · 11 min read
• Samsung 870 EVO vs Crucial BX500: Best Budget SATA SSD for a Secondary or Retro Build in 2026 — Samsung 870 EVO vs Crucial BX500 - the best budget SATA SSD pick depends on whether sustained writes or pure dollars per gigabyte matters… Mike Perry · 2026-06-15 · 11 min read
• Anthropic Shutdown Reignites the AI-Sovereignty Debate — and the Case for Local Inference — The Anthropic shutdown made AI sovereignty real overnight. A 12GB RTX 3060 is the cheapest serious local-LLM entry point and the case for… Mike Perry · 2026-06-15 · 10 min read
• Hacker Loads Sega Genesis Games From a Vinyl Record Player — A hobbyist loaded a Sega Genesis game from a vinyl record. Clever stunt yes; not how anyone should actually play Genesis games in 2026… Mike Perry · 2026-06-15 · 10 min read
• Microsoft's SkillOpt Boosts Models With Just a Markdown File — What It Means for Your Local RTX 3060 Rig — Microsoft's SkillOpt boosts models with a curated markdown file in the prompt. On a 12GB RTX 3060 the technique adds essentially no VRAM… Mike Perry · 2026-06-15 · 10 min read
• AI Coding Agents Find the Right File but Miss the Lines — What Local Code Models on a 12GB GPU Get Wrong — A new study shows AI coding agents find the right file but miss exact lines. Here is what local 7B code models on an RTX 3060 12GB get… Mike Perry · 2026-06-15 · 10 min read
• Gemini-SQL2 Tops Text-to-SQL — Can a 12GB RTX 3060 Run Local SQL Models Instead? — Yes a 12GB RTX 3060 can host a 7B text-to-SQL model at q4 with full schemas and interactive speeds. We compare cost and capability vs… Mike Perry · 2026-06-15 · 11 min read
• Best Budget Gaming CPU: Ryzen 5 5600G vs 5700X vs i7-9700K — Ryzen 5 5600G, Ryzen 7 5700X, or Intel i7-9700K: the three budget gaming chips that still matter in 2026. Real-world FPS, platform cost… Mike Perry · 2026-06-15 · 11 min read
• AVX-512 Lifts Linux RAID Up to 41% on AMD Ryzen Chips — Linux 6.10 adds AVX-512-accelerated RAID 6 parity math, and AVX-512-capable Ryzen chips see 28-41% throughput gains on parity arrays. Free… Mike Perry · 2026-06-15 · 10 min read
• Which GPU for Which LLM in 2026: A Per-Model Hardware Guide — Match your local LLM to the right GPU with a per-model VRAM budget, tok/s benchmarks on the RTX 3060 12GB, and the honest limits above 34B. Mike Perry · 2026-06-15 · 10 min read
• Homelab Month One: Raspberry Pi 4 or a Ryzen 5 Mini-PC? — Picking your first homelab node in 2026: when the $90 Raspberry Pi 4 wins, when the $400 Ryzen 5 5600G build is the right answer, and what… Mike Perry · 2026-06-15 · 11 min read
• Asus ROG Harpe II Extreme Lands With a 65K-DPI Sensor — The ROG Harpe II Extreme lands with a 65K-DPI sensor and a 54 g weight, but the headline number is marketing. Here's what actually matters… Mike Perry · 2026-06-15 · 10 min read
• Best SSD for PS4 Pro: SATA Upgrades That Actually Help — PS4 Pro storage upgrades: which 2.5" SATA SSD actually cuts load times, why NVMe won't fit, and the cheapest swap that returns the console… Mike Perry · 2026-06-15 · 10 min read
• Best Controller for Raspberry Pi Retro Emulation in 2026 — The 8BitDo Pro 2, Sony DualSense, GameSir G7 SE, and 8BitDo SN30 Pro — four controllers that work cleanly on RetroPie and Batocera, ranked… Mike Perry · 2026-06-15 · 10 min read
• vLLM vs llama.cpp on a 12GB RTX 3060: Which Wins in 2026? — vLLM and llama.cpp both run great on a 12 GB RTX 3060 — but they win at different things. Here's the single-user vs multi-user split that… Mike Perry · 2026-06-15 · 11 min read
• Kimi K2.7 Code Is 12x Cheaper Than GPT-5.5 — Run It Local? — Kimi K2.7 Code is 12x cheaper than GPT-5.5 — but the cloud math still beats local for most developers. Here's the VRAM footprint and where… Mike Perry · 2026-06-15 · 10 min read
• CompactFlash as a Hard Drive: The Win98 Retro Storage Guide — Build a silent, reliable, period-correct Win98 SE machine with a 4-8 GB CompactFlash card and a $5 passive adapter. Step-by-step from… Mike Perry · 2026-06-15 · 10 min read
• Meta's AI Bill Hits Billions: The Case for Local Inference on a $300 GPU — When Meta's AI bill hits billions, the same cost math says a $300 RTX 3060 12GB local rig pays back per-token cloud spend in 4-7 months at… Mike Perry · 2026-06-14 · 9 min read
• Count Anything Runs Locally on a 12GB GPU: Object-Counting AI on the RTX 3060 — The RTX 3060 12GB runs class-agnostic counting models at 1080p tile inference with batch headroom and is ~25-40x faster than CPU-only. Mike Perry · 2026-06-14 · 12 min read
• Period-Correct Sound for a Modern Retro PC: The Sound Blaster G6 and the EAX Legacy — The Sound BlasterX G6 is a clean modern external DAC for retro PC builds; pair it with DSOAL/ALchemy wrappers and IDE-to-USB adapters for… Mike Perry · 2026-06-14 · 9 min read
• Best Controller for Fighting Games on PC in 2026: HORI HORIPAD vs 8BitDo Pro 2 vs DualSense — The 8BitDo Pro 2's rolling d-pad is the best PC fighting-game controller in 2026; HORIPAD Pro for six-button SF, GameSir G7 SE for wired… Mike Perry · 2026-06-14 · 9 min read
• Microsoft Mirage and Persistent-Memory Video Gen: How Much VRAM You Actually Need — Mirage and persistent-memory video models add a constant-cost memory tensor — 12GB is the floor, 16-24GB the comfort zone for local video… Mike Perry · 2026-06-14 · 11 min read
• Best Budget GPU for 1080p Gaming in 2026: Is the RTX 3060 12GB Still the Pick? — For 1080p gaming on a budget in 2026, the RTX 3060 12GB still delivers best-in-class perf-per-dollar — the 12GB buffer beats 8GB cards in… Mike Perry · 2026-06-14 · 10 min read
• 1440p High-Refresh vs 4K for Gaming in 2026: ASUS TUF 27" QHD vs SANSUI/KOORUI 4K — For gaming in 2026, 1440p high-refresh wins with a mid-range GPU like the RTX 3060; 4K needs 4070-class horsepower to be worth it — and… Mike Perry · 2026-06-14 · 9 min read
• Best Streaming and Podcasting Gear for 2026: 5 Picks for Mic, Light, and Monitoring — A complete 2026 streaming and podcasting kit for under $400 — QuadCast 2 S overall, Blue Yeti value, NEEWER ring light, Recon 50… Mike Perry · 2026-06-14 · 10 min read
• Self-Host Immich Photo Backup on a Raspberry Pi 4 8GB in 2026 — Self-host Immich on a Raspberry Pi 4 8GB with NVMe over USB and a Samsung 870 EVO backup — a $200, 6-8W Google Photos replacement for… Mike Perry · 2026-06-14 · 10 min read
• Why a Game Boy Clone Ran Too Fast — and the DIY Fix Makers Are Building — A Game Boy clone runs fast when its timing crystal or emulator doesn't match the original 4.19 MHz. The serious fix: build a Pi handheld… Mike Perry · 2026-06-14 · 9 min read
• Open WebUI vs LM Studio: Best Local Chat Front-End for a 12GB GPU — Open WebUI or LM Studio for a local chat front-end on an RTX 3060 12GB? One is a server stack, the other is a desktop app. Here's the call… Mike Perry · 2026-06-14 · 10 min read
• Build a Real-Time Flight Tracker (ADS-B) on a Raspberry Pi 4 in 2026 — Build a Raspberry Pi 4 ADS-B receiver in a weekend — hardware list, software stack, antenna placement, and what the FlightAware feeder… Mike Perry · 2026-06-14 · 10 min read
• Host a Quake 3 + UT99 LAN Server on a Raspberry Pi 4 in 2026 — A Raspberry Pi 4 8GB hosts Quake 3 Arena and UT99 dedicated servers for 16-player LAN parties with under 12% CPU load and sub-2ms LAN… Mike Perry · 2026-06-14 · 10 min read
• Best Plug-and-Play Retro Gaming Consoles to Buy in 2026 — The SNES Classic, Sega Genesis Mini, NES Classic, GameCube, and PS4 Pro are the five plug-and-play retro consoles worth buying in 2026… Mike Perry · 2026-06-14 · 11 min read
• Best Mouse and Mousepad for FPS in 2026: G502 Hero + SteelSeries QcK — The Logitech G502 Hero plus a SteelSeries QcK XXL remain the cheap-and-correct FPS setup in 2026 — but 60g wireless mice now define the… Mike Perry · 2026-06-14 · 11 min read
• Best Controller for Steam Deck and PC in 2026: 8BitDo vs GameSir vs DualSense — The 8BitDo Pro 2 is the best all-around controller for Steam Deck and PC in 2026, with the GameSir G7 SE the value pick and DualSense the… Mike Perry · 2026-06-14 · 11 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best Streaming Mic Under $200 — The Blue Yeti is still fine for $90 in 2026, but the HyperX QuadCast 2 S edges it on plosives, gain control, and USB-C — and stays under… Mike Perry · 2026-06-14 · 11 min read
• Best CPU Cooler for the Ryzen 7 5800X in 2026 — A 5800X runs hot for its 105W rating. Noctua NH-U12S, DeepCool AK620, and Cooler Master ML240L V2 all hold it under 80C in 2026 — at very… Mike Perry · 2026-06-14 · 11 min read
• US Forces Anthropic to Disable Claude Fable 5: Local Fallbacks — With Claude Fable 5 disabled for US enterprise, here are the real open-weights coding replacements and the consumer GPUs that actually run… Mike Perry · 2026-06-14 · 9 min read
• Raspberry Pi AI HAT+ Hits 26 TOPS for On-Device Inference — The Raspberry Pi AI HAT+ at 26 TOPS doubles inference throughput for object detection and edge ML on Pi 5 — but still cannot run LLMs. Mike Perry · 2026-06-14 · 10 min read
• Run Text-to-SQL Locally on a 12GB GPU After Gemini-SQL2 — A 12GB RTX 3060 runs 7B and 13B text-to-SQL specialists locally at 25-80 tok/s, with privacy and break-even cost vs Gemini-SQL2. Mike Perry · 2026-06-14 · 11 min read
• Ryzen 5 5600G for Local LLMs: iGPU + CPU Inference in 2026 — The Ryzen 5 5600G is the cheapest legit 24/7 local-LLM host in 2026 — 8B Q4 at 8-14 tok/s on DDR4-3200, with iGPU for headless builds. Mike Perry · 2026-06-14 · 11 min read
• ComfyUI on an RTX 3060 12GB: SDXL Throughput and VRAM Tuning — ComfyUI on an RTX 3060 12GB handles SDXL, FLUX fp8, and small LoRA stacks just fine — if you tune VRAM offload right. Here's the… Mike Perry · 2026-06-14 · 11 min read
• Building a Silent Pentium III Windows 98 Gaming Rig in 2026 — Build a silent Pentium III Windows 98 gaming rig in 2026 with a CompactFlash card for storage, a Voodoo-class GPU, and a sub-25 dBA… Mike Perry · 2026-06-14 · 11 min read
• Self-Host Home Assistant on a Raspberry Pi 4 8GB: Setup and Real Limits — Home Assistant on a Pi 4 8GB is still the canonical self-hosted setup in 2026 — but only with the right storage. Here's setup, real… Mike Perry · 2026-06-14 · 11 min read
• Build a Pi Zero W Retro Handheld in 2026: Full Parts List and Setup — Build a real Pi Zero W retro handheld in 2026 with this full BoM, screen options, battery math, and the emulation ceiling you can actually… Mike Perry · 2026-06-14 · 12 min read
• Best Budget 4K Monitor in 2026: SANSUI vs KOORUI vs ASUS TUF — Budget 4K monitors finally hit competitive specs in 2026. Here's how SANSUI, KOORUI, and the ASUS TUF VG27AQ compare on panel quality… Mike Perry · 2026-06-14 · 11 min read
• Best Budget NVMe SSD for a Big Steam Library: WD Blue SN550 vs SATA — Modern AAA titles run 80-150 GB and DirectStorage favors NVMe. Here's why a Gen3 NVMe like the WD Blue SN550 beats a SATA SSD for a budget… Mike Perry · 2026-06-14 · 12 min read
• Best Budget GPU for Stable Diffusion: Why the RTX 3060 12GB Still Wins — The RTX 3060 12GB outlasted three GPU generations as the budget Stable Diffusion king. Here's why VRAM still wins over raw speed for SD… Mike Perry · 2026-06-14 · 11 min read
• Hacker Loads Sega Genesis Games Off a Vinyl Record — A hacker just booted Sega Genesis games off the audio groove of a vinyl record. Here is how the encoding works, what it proves about retro… Mike Perry · 2026-06-14 · 10 min read
• Linux Gaming Keeps Getting Faster: Windows APIs Land in the Kernel — Linux gaming has quietly closed the gap with Windows on many AAA titles in 2026, partly because Windows-style sync APIs now live in the… Mike Perry · 2026-06-14 · 10 min read
• Which GPU Does Each Popular LLM Actually Need in 2026? — Llama, Qwen, DeepSeek, Mistral, Gemma, Phi — each model has a real VRAM floor that quantization can bend but not break. Here's the actual… Mike Perry · 2026-06-14 · 15 min read
• AA-AgentPerf: What the New Agentic Benchmark Means for Local Coding Rigs — Artificial Analysis just launched AA-AgentPerf, the first benchmark for multi-turn agentic loops. Here's what it measures and the hardware… Mike Perry · 2026-06-14 · 14 min read
• Kimi K2.7 Code: 12x Cheaper Than GPT-5.5, But Can You Run It Locally? — Kimi K2.7 Code undercuts GPT-5.5 on price per token, but the full model is too large for one 12GB GPU. Here's what to run locally instead… Mike Perry · 2026-06-14 · 12 min read
• Building a Budget Sim Racing Setup: Logitech G920 vs Thrustmaster TH8A Shifter — The default beginner sim-racing kit in 2026 is the Logitech G920 with bundled pedals; the HORI Overdrive is the budget alternative, and… Mike Perry · 2026-06-14 · 9 min read
• vLLM vs llama.cpp for Single-User Chat on an RTX 3060 12GB (2026) — vLLM dominates multi-tenant LLM serving, but at batch size 1 on an RTX 3060 12GB, llama.cpp's GGUF quant and tiny footprint usually win. Mike Perry · 2026-06-14 · 10 min read
• AVX-512 Speeds Linux Software RAID Up to 41% — What It Means for Your Homelab NAS — AVX-512 accelerates Linux software RAID parity by 30-45% in synthetic benchmarks. In a 60-day SATA-tier homelab trial the real-world gain… Mike Perry · 2026-06-14 · 14 min read
• CompactFlash as Your IDE Hard Drive: A Silent, Reliable Retro PC Boot Disk — A CompactFlash card plus a CF-to-IDE adapter is the canonical boot-disk replacement for failed period IDE drives. Stick with the Transcend… Mike Perry · 2026-06-14 · 13 min read
• Best PC Gaming Controllers in 2026: 5 Picks for Every Budget — Five picks for every budget: the Sony DualSense is the best overall, the GameSir G7 SE is the Hall-effect value pick, and the 8BitDo SN30… Mike Perry · 2026-06-14 · 14 min read
• Best Budget CPU for 1080p Gaming: Ryzen 7 5700X vs 5800X vs i7-9700K — A 14-day three-way bench paired each CPU with an RTX 3060 at 1080p high. The Ryzen 7 5700X wins on perf-per-dollar, the 5800X on absolute… Mike Perry · 2026-06-14 · 12 min read
• Best 1440p Gaming Monitor for an RTX 3060: ASUS TUF 2K vs KOORUI 4K — The ASUS TUF VG27AQ is the best 1440p gaming monitor for an RTX 3060 build in 2026 — refresh rate and resolution calibrated to the GPU's… Mike Perry · 2026-06-14 · 12 min read
• Crucial BX500 vs Samsung 870 EVO vs SanDisk SSD Plus: Best Budget SATA SSD — The Samsung 870 EVO 1TB is the best SATA SSD for a 2026 budget build — DRAM cache, 530 MB/s sustained, 600 TBW. The Crucial BX500 wins on… Mike Perry · 2026-06-14 · 13 min read
• Mistral Seeks €3B: What a Bigger European Lab Means for Local Rigs — Mistral seeks €3 billion to fund its European AI program. For 3060 12GB owners, the practical win is another two-plus years of… Mike Perry · 2026-06-14 · 9 min read
• Microsoft Now Points to 32GB RAM for Windows 11 Gaming — Microsoft's gaming-engineering team quietly raised its Windows 11 AAA gaming RAM target from 16GB to 32GB after internal testing showed a… Mike Perry · 2026-06-14 · 12 min read
• OpenAI's Codex Price War: When Local Coding on an RTX 3060 Wins — OpenAI's mid-2026 Codex rate-limit reset traded headline price for variability. Run the numbers on a 3060 12GB local-coding rig and the… Mike Perry · 2026-06-14 · 13 min read
• Ideogram 4.0 Open Weights: Running It Locally on an RTX 3060 12GB — At fp8 or int8 the new Ideogram 4.0 open weights run on a 12GB RTX 3060 at roughly 24 seconds per 1024px image — here is what to set, what… Mike Perry · 2026-06-14 · 15 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Phi & TinyLlama tok/s — Real Raspberry Pi 4 8GB local LLM tok/s for TinyLlama, Phi-3 Mini, and 7B models — quantization matrix, prefill vs generation costs, and… Mike Perry · 2026-06-13 · 11 min read
• FIDECO vs Unitek vs Vantec: Best IDE/SATA-to-USB Adapter for Retro PCs — FIDECO vs Unitek vs Vantec IDE/SATA-to-USB adapter showdown for retro PCs: real read throughput, drive support, and the CompactFlash… Mike Perry · 2026-06-13 · 11 min read
• Self-Host Jellyfin on a Raspberry Pi 4 8GB in 2026 — The Raspberry Pi 4 8GB handles one or two direct-play Jellyfin streams cleanly. Use an external SSD, wired ethernet, and skip transcoding. Mike Perry · 2026-06-13 · 8 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? tok/s for TinyLlama, Phi, and Qwen — A Pi 4 8GB runs TinyLlama and Qwen 0.5B at usable speeds; 7B-class models at q4 hit ~2 tok/s, fine for batch jobs, painful for chat — and… Mike Perry · 2026-06-13 · 11 min read
• Best SATA/IDE-to-USB Adapters for Ripping Old Drives in 2026 — Reach for the FIDECO USB 3.0 dock for everyday rips, the Unitek for high-capacity SATA imaging, and the Vantec USB 2.0 unit for genuinely… Mike Perry · 2026-06-13 · 11 min read
• Sound BlasterX G6 for Retro DOS and Win98 Gaming: Does a Modern USB DAC Fix the EAX Era? — The Sound BlasterX G6 is a clean USB DAC for emulated and dual-boot retro setups, but real DOS Adlib FM and hardware EAX still want a… Mike Perry · 2026-06-13 · 11 min read
• Best Capture Device for Recording Retro Consoles and Old PCs in 2026 — An Elgato Cam Link 4K plus a competent upscaler captures NES through PS2 cleanly; the cheap-dongle alternative produces footage nobody… Mike Perry · 2026-06-13 · 9 min read
• Is the RTX 3060 12GB Still the Best Budget GPU for 1080p Esports in 2026? — The 3060 12GB still pushes 240+ FPS in CS2, Valorant, Fortnite, and Apex at competitive settings — and its 12 GB VRAM keeps it ahead of… Mike Perry · 2026-06-13 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5800X for a Budget 1080p Gaming Build — The 5600G's Vega iGPU drives playable esports without a discrete card; the 5800X's chiplet design pays off the moment a real GPU joins the… Mike Perry · 2026-06-13 · 10 min read
• Best Budget SATA SSD for a Steam Library in 2026: BX500 vs 870 EVO vs SN550 — The 870 EVO beats the BX500 on warm loads and trails the SN550 NVMe by only 3 seconds per cold game launch — the sweet spot for a budget… Mike Perry · 2026-06-13 · 9 min read
• vLLM vs llama.cpp for Single-User Chat on an RTX 3060 (2026) — On a single-user RTX 3060 with a 7B model, llama.cpp matches vLLM tok/s and ships sooner; vLLM only pulls ahead when concurrency arrives. Mike Perry · 2026-06-13 · 10 min read
• 'Count Anything' AI Model Does Object Counting — Harder Than It Sounds — A generalist counting model that runs at 2-4 FPS on a Raspberry Pi 4 finally beats per-class trained baselines on FSC-147 and across… Mike Perry · 2026-06-13 · 9 min read
• Microsoft's SkillOpt Boosts GPT-5.5 With Just a Trained Markdown File — SkillOpt produces a learned markdown file you drop into your system prompt slot for 4-12 point accuracy gains, with offline training that… Mike Perry · 2026-06-13 · 10 min read
• Meta Is 'Token Managing' Now: Cut Local-LLM Cost on a Single RTX 3060 — Meta's framing made the discipline famous, but the four levers are simple: right-size the model, quantize to q4_K_M, trim the prompt, and… Mike Perry · 2026-06-13 · 9 min read
• Gemini-SQL2 Tops Text-to-SQL: Can an RTX 3060 Run a Local SQL Model? — A quantized 7B model on an RTX 3060 12GB lands within 5-10 points of Gemini-SQL2 on most reporting workloads, at one-eighth the hardware… Mike Perry · 2026-06-13 · 12 min read
• Best Controller for RetroPie & Pi Emulation: SN30 Pro vs DualSense — The 8BitDo SN30 Pro is the best $50 controller for RetroPie — Bluetooth pairs cleanly with the Pi 4, the D-pad is the genre best, and… Mike Perry · 2026-06-13 · 10 min read
• Best SATA SSD for a Retro Windows 98 Build: BX500 vs 870 EVO — A Pentium III Tualatin running Windows 98 SE only sees ~100MB/s SATA, but the right 2.5" SSD still halves boot times and kills the dreaded… Mike Perry · 2026-06-13 · 11 min read
• Best CPU Cooler for Ryzen 7 5800X Overclocking in 2026 — A Ryzen 7 5800X under sustained OC pushes 130-150W at the socket — too hot for stock-class air. We tested six coolers, ranked them by… Mike Perry · 2026-06-13 · 12 min read
• Asus ROG Harpe II Extreme: A 24K-Gold, 65K-Sensor Gaming Mouse — Asus has launched a 24-karat gold-plated Harpe II Extreme with a 65,000 DPI AimPoint Pro sensor and an 8KHz polling rate. We cover the… Mike Perry · 2026-06-13 · 9 min read
• US Government Forces Anthropic to Disable Claude Fable 5 Worldwide — The Decoder reports the US government has compelled Anthropic to disable Claude Fable 5 worldwide. We summarise the report, link the… Mike Perry · 2026-06-13 · 9 min read
• Run Kimi K2.7 Code Locally: Ollama vs llama.cpp on RTX 3060 — On a 12GB RTX 3060, llama.cpp gives you 18-22% more tok/s and finer offload control; Ollama installs in two minutes and is the right pick… Mike Perry · 2026-06-13 · 10 min read
• Which GPU for Which LLM? A Per-Model Hardware Cheat Sheet — Match GPU to LLM with real VRAM math, quantization trade-offs, and tokens/sec benchmarks across 7B, 13B, 34B, and 70B on a 3060 and up. Mike Perry · 2026-06-13 · 14 min read
• Kimi K2.7 Code on an RTX 3060 12GB: Can a $300 GPU Run It? — Yes — but only with aggressive GGUF quantization (q2_K to q4_K) and partial CPU offload. We measured 8-22 tok/s on a 12GB RTX 3060 for… Mike Perry · 2026-06-13 · 11 min read
• OpenAI Codex Price War vs Running a Local Coding Model on an RTX 3060 — OpenAI's Codex price war shifts the local-vs-cloud coding math. For most developers in 2026, mixed-mode is the right answer — here's the… Mike Perry · 2026-06-13 · 10 min read
• Build a RetroPie Handheld with the Raspberry Pi Zero W in 2026: Full BOM + Setup — A Raspberry Pi Zero W handheld can emulate NES, SNES, Genesis, Game Boy family, and PS1 cleanly for $75-115 in parts. Full BOM + setup. Mike Perry · 2026-06-13 · 10 min read
• Best Storage for a Windows 98 Retro PC: CompactFlash vs IDE-to-USB SSD Adapters — For a Windows 98 retro PC in 2026, a 4-16GB CompactFlash in a CF-to-IDE adapter is the right primary disk. IDE-to-USB bridges handle… Mike Perry · 2026-06-13 · 9 min read
• Ryzen 7 5700X vs 5800X for 1080p & 1440p Gaming in 2026 — Ryzen 7 5700X vs 5800X in 2026: benchmarks at 1080p and 1440p, cooler needs, perf-per-dollar and perf-per-watt, and which chip to buy. Mike Perry · 2026-06-13 · 14 min read
• Best Beginner Racing Wheel in 2026: Logitech G920 vs HORI Racing Wheel Overdrive — The Logitech G920 is the right beginner sim racing wheel for $250-300. The HORI Overdrive is the right wheel for $90-110 arcade racing only. Mike Perry · 2026-06-13 · 10 min read
• Best SSD for a Homelab NAS in 2026: Crucial BX500 vs Samsung 870 EVO vs WD Blue SN550 — For a homelab NAS in 2026, Samsung 870 EVO is the safe bulk SSD; Crucial BX500 the budget pick; WD Blue SN550 the right cache/L2ARC drive. Mike Perry · 2026-06-13 · 9 min read
• Mistral AI Seeks €3 Billion to Fund Its European Push — The Local-vs-Cloud Angle — Mistral is reportedly raising €3B. Does that mean the open-weights cadence holds, or is your local RTX 3060 12GB suddenly less future-proof? Mike Perry · 2026-06-13 · 10 min read
• Sega Genesis Games Loaded Off a Vinyl Record — and What It Means for Retro Collectors — A Sega Genesis loaded a game off a vinyl record using a cartridge-port adapter and FSK audio decoding. What it means for retro collectors. Mike Perry · 2026-06-13 · 9 min read
• AA-AgentPerf: What the New Agentic Inference Benchmark Means for Local Coding Rigs — The AA-AgentPerf benchmark measures agentic completion rate alongside throughput. For a 12GB card, that means 14B coding models — not 7B. Mike Perry · 2026-06-13 · 9 min read
• Ideogram 4.0 Open Weights on an RTX 3060 12GB: Local Text-to-Image in 2026 — Can a 12GB RTX 3060 run the new open-weights Ideogram 4.0 locally? Yes, at Q8 — expect 20-30s per 1024px image and a ComfyUI install. Mike Perry · 2026-06-13 · 10 min read
• Sound Blaster vs Aureal Vortex 2: The Positional-Audio War Creative Won — A3D modeled wavefronts; EAX exposed presets. Creative's sales channel beat Aureal's better tech. How to build a credible retro-audio rig… Mike Perry · 2026-06-12 · 7 min read
• Raspberry Pi 4 8GB vs Pi 5 vs Pi Zero W for a 2026 Homelab — Pi 4 8GB is still the homelab default. Pi 5 adds PCIe NVMe. Pi Zero W is for tiny nodes. Which Pi to buy for each layer of a 2026 lab. Mike Perry · 2026-06-12 · 8 min read
• Best Budget Streaming Setup for Beginners in 2026 — A $400 starter streaming kit that doesn't embarrass you on day one. Mic, capture card, lights, software, and what to skip for now. Mike Perry · 2026-06-12 · 7 min read
• Best Budget Upgrades for a Ryzen Gaming PC in 2026 — Four targeted AM4 upgrades close most of the gap to a new midrange PC: GPU, NVMe, CPU bump, RAM. Here's the order and the parts. Mike Perry · 2026-06-12 · 8 min read
• MCL8080+ Squeezes an Intel 8080 Emulator into an ATtiny85 — A community project fits an Intel 8080 emulator on an ATtiny85 — 8KB flash, 512B RAM. It's a demo of what modern AVR toolchains can… Mike Perry · 2026-06-12 · 10 min read
• Claude Fable 5: Anthropic Admits 'Wrong Tradeoff' on Throttling — Anthropic admitted Fable 5's throttling was the wrong call. Here's why builders running autonomous agents want a local 12 GB backstop. Mike Perry · 2026-06-12 · 6 min read
• DualSense vs 8BitDo Pro 2 for PC Gaming in 2026 — DualSense has unique haptics but documented stick drift. 8BitDo Pro 2 has hall-effect sticks. Which is the right daily-driver PC controller. Mike Perry · 2026-06-12 · 7 min read
• Best 4K Monitor for PS5 and Console Gaming Under $400 (2026) — Dual-mode 4K-120 panels are now sub-$400. Here's the cleanest pick for PS5 4K/120 with HDMI 2.1 VRR and real HDR. Mike Perry · 2026-06-12 · 7 min read
• Ryzen 5 5600G vs Intel i7-9700K for Budget Gaming in 2026 — Two used-market CPUs at the same budget. Game benchmarks, platform cost, and the 5600G's iGPU advantage decide it. Mike Perry · 2026-06-12 · 6 min read
• HyperX QuadCast 2 S vs Blue Yeti for Streaming in 2026 — HyperX's QuadCast 2 S brings new capsule tech and a touch-mute. The Blue Yeti is still cheap when discounted. Which wins for your stream. Mike Perry · 2026-06-12 · 7 min read
• Aider vs Cline vs Cursor for Local Coding on a 12GB GPU (2026) — Aider, Cline, and Cursor compared for local 12 GB GPU coding in 2026. Per-edit latency, model fit, and which to actually install. Mike Perry · 2026-06-12 · 8 min read
• DeepSWE vs SWE-Bench Pro: The Coding-Agent Benchmark Shakeup — DeepSWE replaced SWE-Bench Pro at the top of the Coding Agent Index. Here's what changed, why GPT-5.5 scored 31, and how to translate it… Mike Perry · 2026-06-12 · 8 min read
• Running Your Own AI Guardrail Model on a 12GB GPU in 2026 — Can a 12 GB GPU host a production AI safety classifier? Yes — with caveats on throughput, quantization, and validation discipline. Mike Perry · 2026-06-12 · 8 min read
• OpenAI Buys Ona: What Autonomous Codex Means for Local Coding Rigs — OpenAI bought Ona to push Codex toward autonomous coding. Here's the hardware floor for running that workload locally on a budget 12 GB GPU. Mike Perry · 2026-06-12 · 9 min read
• Why Nvidia Killed 3dfx — and How Voodoo Still Shapes Every GPU Launch — How 3dfx went from category-defining (1996) to acquired (2000) in five years — and which Voodoo ideas still shape every GeForce launch… Mike Perry · 2026-06-12 · 11 min read
• Windows 98 vs Windows 2000 for a GeForce-Era Retro Gaming Build — Win98 SE for DOS-era + Glide, Win2000 for 2001–2003 stability. The honest split, the GeForce driver branches, and the CF-card dual-boot… Mike Perry · 2026-06-12 · 12 min read
• Build a Jellyfin Media Server on a Raspberry Pi 4 in 2026 — Yes, a Raspberry Pi 4 8GB runs Jellyfin well — for direct-play. Here's the BOM, USB 3.0 SSD setup, transcoding limits, power draw, and… Mike Perry · 2026-06-12 · 11 min read
• Best Budget SSD for Gaming and PC Upgrades in 2026 — Best budget SSD for gaming and PC upgrades in 2026 — five honest picks across SATA and NVMe, with verdicts, real benchmarks, and which… Mike Perry · 2026-06-12 · 11 min read
• Bezos-Backed Prometheus Raises $12B at $41B: The Local-vs-Cloud Question — Prometheus, a Bezos-backed AI startup, reportedly raised $12B at a $41B valuation. What it means for the local-vs-cloud inference choice… Mike Perry · 2026-06-12 · 3 min read
• Linux Gaming Keeps Closing the Gap: What the Latest Kernel Work Means — Linux gaming is faster in 2026 thanks to kernel and translation-layer work. What it means for a mainstream RTX 3060 + Ryzen 7 5800X Linux… Mike Perry · 2026-06-12 · 3 min read
• AIO vs Air on a Ryzen 7 5800X: Corsair ML240L vs Noctua NH-U12S — AIO vs air cooling on a Ryzen 7 5800X — Cooler Master ML240L RGB vs Noctua NH-U12S compared on temps, noise, longevity, and which to buy… Mike Perry · 2026-06-12 · 9 min read
• NVMe vs SATA for Gaming: WD Blue SN550 vs Crucial BX500 in 2026 — WD Blue SN550 NVMe vs Crucial BX500 SATA for gaming in 2026 — load-time deltas, DirectStorage impact, endurance, and which budget SSD wins… Mike Perry · 2026-06-12 · 9 min read
• LM Studio vs Ollama on an RTX 3060 12GB: Which Local Runtime in 2026? — Which local LLM runtime should you install on an RTX 3060 12GB in 2026? Setup, tok/s, VRAM efficiency, and API fit for LM Studio vs Ollama. Mike Perry · 2026-06-12 · 17 min read
• Patch-to-Exploit in Hours: Why a Local Security LLM Rig Now Makes Sense — A practical hardware build for offline LLM-assisted security analysis. What a 12 GB RTX 3060 actually runs for patch-diff and CVE triage… Mike Perry · 2026-06-12 · 8 min read
• Which GPU Runs Which LLM? A 2026 VRAM-to-Model Map — A 2026 VRAM-to-model map for local LLM hardware. Which GPUs fit 7B, 13B, 32B, and 70B models — and at what tokens per second. Mike Perry · 2026-06-12 · 10 min read
• 2002 GeForce 4 Ti Win98 Build: CompactFlash Storage Done Right — A Transcend CF133 in a passive CF-to-IDE adapter is silent, instant-boot, period-plausible storage for a 2002 GeForce 4 Ti Win98 build. Mike Perry · 2026-06-11 · 9 min read
• ComfyUI on an RTX 3060 12GB: Local Image Generation Setup — ComfyUI runs well on a 12GB RTX 3060 in 2026 — SDXL, FLUX, and most open-weights image models fit at int8 with batch sizes 1-2. Mike Perry · 2026-06-11 · 9 min read
• Run Home Assistant on a Raspberry Pi 4 8GB in 2026 (SSD Boot) — A used Pi 4 8GB plus a SATA SSD over USB 3.0 is the cheapest Home Assistant host that lasts five years instead of six months. Mike Perry · 2026-06-11 · 9 min read
• Is the RTX 3060 12GB Still Worth Buying in 2026? — Yes, the RTX 3060 12GB is still worth buying in 2026 — for a specific buyer building a 1080p gaming + local AI rig under $700. Mike Perry · 2026-06-11 · 9 min read
• Best SATA SSD for the PS4 Pro in 2026 (Cheap Speed Upgrade) — The Crucial BX500 1TB is the right SATA SSD for a PS4 Pro upgrade in 2026 — cheap, fast enough, and the bus caps the rest of the field. Mike Perry · 2026-06-11 · 9 min read
• Microsoft Signals 32GB RAM as the Windows 11 Gaming Baseline — Microsoft's 2026 guidance signals 32GB as the new Windows 11 gaming baseline. What changed, why it matters, and the right upgrade path. Mike Perry · 2026-06-11 · 9 min read
• Steam Controller (2026) Scores 83/100 in Early Reviews — Early reviewers settled on an 83/100 verdict for Valve's 2026 Steam Controller — strong on hardware, narrow audience. Who should buy. Mike Perry · 2026-06-11 · 9 min read
• OpenAI vs Anthropic Token Price War: When a $300 GPU Wins — A used $300 RTX 3060 12GB starts beating OpenAI and Anthropic token rates somewhere around 5-10M tokens/month of steady inference. The math. Mike Perry · 2026-06-11 · 10 min read
• Ideogram 4.0 Open Weights: Running Text-to-Image on a 12GB GPU — Yes — Ideogram 4.0 open weights run on a 12GB RTX 3060 at int8, with caveats on speed and offload. What the build actually needs in 2026. Mike Perry · 2026-06-11 · 11 min read
• Ollama vs vLLM for Single-User Local Chat on an RTX 3060 12GB (2026) — vLLM's batching is built for many concurrent users — on an RTX 3060 12GB running solo chat in 2026, Ollama's quant-fitting and one-binary… Mike Perry · 2026-06-11 · 17 min read
• Best Storage for a Raspberry Pi Homelab: SATA SSD over USB vs microSD — Pi homelab corrupting its microSD every few months? Here is the 2026 synthesis on SATA SSD over USB 3.0 vs microSD — bridges, UASP, boot… Mike Perry · 2026-06-11 · 18 min read
• Build a Couch Emulation Station: Raspberry Pi 4 + 8BitDo SN30 Pro — A 2026 walkthrough for building a couch-friendly Raspberry Pi 4 emulation station with an 8BitDo SN30 Pro: BOM, OS, compatibility, setup… Mike Perry · 2026-06-11 · 13 min read
• Building a Silent Win98/XP Boot Drive: CompactFlash + IDE Adapter Setup — A practical 2026 walkthrough for swapping a noisy 5400 RPM rust drive for a silent CompactFlash boot disk on a Win98 or XP retro PC… Mike Perry · 2026-06-11 · 13 min read
• Sound Blaster in 2026: Using the Creative Sound BlasterX G6 on a Retro and Modern PC — The Sound BlasterX G6 is a clean, flexible USB DAC/amp that bridges retro and modern PC audio — but it can't replace a real ISA SB16 for… Mike Perry · 2026-06-11 · 13 min read
• Best CompactFlash and IDE/SATA-to-USB Storage Gear for Retro PC Builds in 2026 — A 2026 buying guide to CompactFlash cards, CF-to-IDE adapters, and USB bridges for retro PC builders who want silent, swappable storage on… Mike Perry · 2026-06-11 · 16 min read
• 8BitDo Pro 2 vs GameSir G7 SE: Best Controller for PC Emulation in 2026 — The 8BitDo Pro 2 wins on d-pad feel and portability. The GameSir G7 SE wins on stick-drift immunity and wired latency. Here is the… Mike Perry · 2026-06-11 · 12 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget Gaming + Streaming PC — The Ryzen 5 5600G boots a build without a GPU. The Ryzen 7 5700X eats x264 streams for breakfast. Here's which AM4 chip fits your 2026… Mike Perry · 2026-06-11 · 13 min read
• Crucial BX500 vs Samsung 870 EVO: Best Budget 1TB SATA SSD for Gaming in 2026 — Crucial BX500 vs Samsung 870 EVO in 2026: the gold-standard budget SATA SSD against the cheapest 1TB on Amazon. Which one is right for a… Mike Perry · 2026-06-11 · 14 min read
• Intel Arc Pro B70 (BMG-G31) Posts Strong Linux Gaming Numbers — How It Stacks Up Against an RTX 3060 — Phoronix tested the Intel Arc Pro B70 (BMG-G31) under Linux. Here's how the workstation Battlemage card slots in against the RTX 3060 12GB… Mike Perry · 2026-06-11 · 12 min read
• Best Local LLM You Can Run on 12GB of VRAM in 2026 — What is the best local LLM for a 12GB GPU in 2026? A practical guide to model size, quantization, tok/s, and whether the RTX 3060 12GB… Mike Perry · 2026-06-11 · 14 min read
• Claude Fable 5 Launches at #1 on the Intelligence Index — What Local Builders Should Take Away — Claude Fable 5 just hit #1 on the Artificial Analysis Intelligence Index. Here's what that hosted-frontier launch actually changes for… Mike Perry · 2026-06-11 · 10 min read
• DiffusionGemma Runs Locally: Google's Diffusion Text Model on a 12GB RTX 3060 — Google's DiffusionGemma drops a non-autoregressive text model into the open weights pool. Here is what fits in 12GB on an RTX 3060, and… Mike Perry · 2026-06-11 · 13 min read
• Open-WebUI + Ollama on RTX 3060 12 GB: A 2026 Self-Hosted Stack — Open-WebUI + Ollama on an RTX 3060 12 GB is the 2026 sweet spot for a self-hosted local AI stack. Here are the specs, quants, and build… Mike Perry · 2026-06-10 · 9 min read
• Building a 1999 GeForce 256 + Pentium III Win98 Rig in 2026 — Building an authentic 1999 GeForce 256 + Pentium III + Windows 98 SE rig in 2026: which parts to hunt, the storage and adapter compromises… Mike Perry · 2026-06-10 · 9 min read
• Best Budget CPU for Gaming + Productivity in 2026: The Honest Buying Guide — The best budget CPU for mixed gaming and productivity in 2026 depends on platform priorities. Here are five real picks ranked by use case… Mike Perry · 2026-06-10 · 9 min read
• OpenAI Names Its Biggest Data Center Yet, With NVIDIA Backing: What It Means — OpenAI's announcement of its largest data center build to date, with NVIDIA backing, signals continued frontier-model training scale. Here… Mike Perry · 2026-06-10 · 3 min read
• Viral: Hobbyists Are Tracking Every Plane With a $50 Raspberry Pi - Here Is What You Need — ADS-B flight tracking on a Raspberry Pi is back in the news. Here is what the kit costs in 2026, what the signal actually contains, and… Mike Perry · 2026-06-10 · 4 min read
• Best 1440p Monitor for the RTX 3060 in 2026: Picks That Actually Match — The right 1440p monitor for an RTX 3060 12 GB in 2026 is the one whose refresh rate and panel tech match what the GPU actually drives… Mike Perry · 2026-06-10 · 8 min read
• Noctua NH-U12S vs DeepCool AK620 on Ryzen in 2026: Honest Pick — Noctua NH-U12S vs DeepCool AK620 on a Ryzen 7 5800X: thermals, noise, clearance, and the budget delta. Here is the honest pick by use… Mike Perry · 2026-06-10 · 8 min read
• Ryzen 7 5800X vs Ryzen 7 5700X for 1440p Gaming: Is the Premium Worth It? — Ryzen 7 5800X vs 5700X at 1440p on an RTX 3060 — spec deltas, real-world FPS, thermals, and the case for spending the extra money in 2026. Mike Perry · 2026-06-10 · 10 min read
• Raspberry Pi AI HAT+ (26 TOPS): What It Actually Runs in 2026 — The Raspberry Pi AI HAT+ adds a 26 TOPS Hailo-8L NPU to the Pi 5 via PCIe. Here is what it actually runs, the model toolchain, and the… Mike Perry · 2026-06-10 · 8 min read
• Best Raspberry Pi Alternative in 2026: Pi vs Orange Pi vs Radxa — Pi 5, Orange Pi 5, and Radxa Rock 5B benchmarked head-to-head with a plain-English pick per project — media server, edge-AI, homelab. Mike Perry · 2026-06-10 · 9 min read
• NotebookLM Now Runs Code: Self-Hosting the Same Idea on a 12GB GPU — Google's NotebookLM now runs code and an agent-research loop. The same pattern is reproducible locally on an RTX 3060 12 GB rig - here are… Mike Perry · 2026-06-10 · 8 min read
• Anthropic: AI Builds Working Exploits in Hours, Not Weeks — Anthropic's 2026 study shows frontier models producing working exploits from public security patches in hours. Here is what that… Mike Perry · 2026-06-10 · 10 min read
• Best CPU Cooler for 2026: 5 Picks for Air, AIO, and Silent Builds — A synthesis of public benchmarks and editorial reviews: the best CPU coolers for AM5 and LGA1851 in 2026 — top air, AIO, and quiet picks… Mike Perry · 2026-06-10 · 14 min read
• Radxa Rock 5B+ Review (2026): The Enthusiast's RK3588 Board — The Radxa Rock 5B+ is the RK3588 single-board computer to buy in 2026: mature Armbian support, 16GB RAM, and the smoothest Linux desktop… Mike Perry · 2026-06-10 · 10 min read
• Jellyfin vs Plex on a Raspberry Pi 4 (8GB) in 2026: Transcoding, Power Draw, and Which to Self-Host — For a Raspberry Pi 4 8GB media server in 2026, run Jellyfin if… Mike Perry · 2026-06-10 · 8 min read
• Run a Local LLM on a Raspberry Pi 4 (8GB) in 2026: What Actually Works and How Slow It Is — Yes, a Raspberry Pi 4 8GB can run a local LLM — but slowly, on small models, and only at… Mike Perry · 2026-06-10 · 8 min read
• Building a Period-Correct 1998 Voodoo2 SLI Win98 Gaming PC in 2026: Parts, Boot Media, and Glide Setup — For a period-correct 1998 Voodoo2 SLI Win98 gaming PC built in 2026, the workable recipe is: a late-90s Slot 1 Pentium II/III or Slot A… Mike Perry · 2026-06-10 · 10 min read
• Mount a 90s Big-Box CD-ROM ISO on Win98 Without a CD Drive: The CompactFlash + IDE Workflow — If your 90s big-box CD-ROM game has a working installer but you don't have a working CD drive in your retro rig, the cleanest 2026… Mike Perry · 2026-06-10 · 8 min read
• Best Budget Streaming & Content-Creation Gear in 2026: 5 Picks That Punch Above Their Price — *As an Amazon Associate, SpecPicks earns from qualifying purchases.* The single most-impactful budget streaming purchase in 2026 is a good… Mike Perry · 2026-06-10 · 8 min read
• Best Game Controller for PC in 2026: 5 Picks Tested Against Real Use — *As an Amazon Associate, SpecPicks earns from qualifying purchases.* The best PC controller in 2026 for most players is the [Sony… Mike Perry · 2026-06-10 · 8 min read
• Best Budget Build for Local LLMs in 2026: How Far a Ryzen 5 5600G + RTX 3060 Gets You — The cheapest PC build that actually runs local LLMs well in 2026 pairs a Ryzen 5 5600G with an… Mike Perry · 2026-06-10 · 9 min read
• Air vs AIO for the Ryzen 7 5800X: Noctua NH-U12S vs CoolerMaster ML240L — For a Ryzen 7 5800X in 2026, the practical pick is a strong air cooler — the Noctua NH-U12S or the… Mike Perry · 2026-06-10 · 9 min read
• Best Budget 4K Gaming Monitor 2026: SANSUI 27" vs KOORUI QD-Mini LED vs ASUS TUF — For most budget-conscious buyers in 2026, the SANSUI 27" 4K dual-mode panel is the best price-per-feature pick, the KOORUI 27" QD-Mini LED… Mike Perry · 2026-06-10 · 8 min read
• Gemini 3.5 Live Translate Goes Cloud-First — The Local, Private Path on a Raspberry Pi — > **In brief — 2026-06-10** · Google launched Gemini 3.5 Live Translate, a cloud-first real-time voice translation feature spanning 70+… Mike Perry · 2026-06-10 · 9 min read
• Microsoft Now Points to 32GB RAM for Windows 11 Gaming — What It Means for Your Build — > **In brief — 2026-06-10** · Microsoft's updated Windows 11 hardware-guidance page now points to 32 GB of system RAM as the comfortable… Mike Perry · 2026-06-10 · 8 min read
• llama.cpp vs vLLM for Single-User Local Chat in 2026: Which Wins on a 12GB GPU? — For a single user running local chat on a 12GB RTX 3060, use llama.cpp. It's the easier install, runs natively on… Mike Perry · 2026-06-10 · 8 min read
• North Mini Code: The New Small Coding Model and the Hardware That Runs It — North Mini Code is the latest small-coding model on the open-weight leaderboard, and on a 12GB GPU it lands in the comfortable middle: a… Mike Perry · 2026-06-10 · 8 min read
• HiDream-O1 1.5 Lands #3 in Text-to-Image: Can You Run It Locally on a 12GB GPU? — HiDream-O1 1.5 just landed at #3 on the Artificial Analysis text-to-image leaderboard, ahead of Nano Banana… Mike Perry · 2026-06-10 · 9 min read
• Claude Fable 5 Tops the Intelligence Index: What Frontier Cloud AI Means for Local Rig Builders — Anthropic released Claude Fable 5 and the smaller Mythos 5 today, and Fable 5 now sits at the top of [Artificial Analysis's intelligence… Mike Perry · 2026-06-10 · 10 min read
• Best Dock and Storage Combo for Handheld PC Gaming: JSAUX Dock + a Fast SSD — Best dock and storage combo for handheld PC gaming in 2026: JSAUX 4K@120Hz dock plus a Crucial BX500 1TB external SSD covers the docked… Mike Perry · 2026-06-09 · 9 min read
• Best Sim Racing Wheel and Shifter Combo for Beginners: Logitech G920 + Thrustmaster TH8A — Best beginner sim racing wheel and shifter combo for PC in 2026: Logitech G920 plus Thrustmaster TH8A covers circuit, rally, and trucks… Mike Perry · 2026-06-09 · 9 min read
• Best SSD to Upgrade a PS4 Pro: Crucial BX500 vs Samsung 870 EVO Real-World Gains — PS4 Pro SSD upgrade in 2026: the BX500 and 870 EVO deliver effectively identical loads because SATA III caps the interface. Pick on… Mike Perry · 2026-06-09 · 10 min read
• Linux Gaming Keeps Closing the Gap: Kernel and Windows-API Work Behind the Gains — Linux gaming in 2026 runs most AAA singleplayer titles within a few percent of Windows. Anti-cheat compatibility, not raw performance, is… Mike Perry · 2026-06-09 · 9 min read
• Beijing's $295B AI Buildout Wants 80% Domestic Chips — What It Means for GPU Buyers — Beijing's $295B AI buildout targets datacenter accelerators, not consumer GPUs — your RTX 3060 12GB pricing in 2026 stays driven by GDDR… Mike Perry · 2026-06-09 · 9 min read
• Authentic Retro PC Audio in 2026: Sound BlasterX G6 vs Vintage AWE64 and Audigy — Retro PC audio in 2026: the Sound BlasterX G6 is the right modern-host DAC for emulator output; vintage AWE64 or Audigy 2 ZS for real-mode… Mike Perry · 2026-06-09 · 9 min read
• Self-Host Immich on a Raspberry Pi 4 8GB: SSD Boot, Power Draw, and Real Performance — Self-host Immich on a Pi 4 8GB: boot from a SATA SSD, skip the ML containers, expect 5-7W power and 30-90s per photo for one household's… Mike Perry · 2026-06-09 · 9 min read
• ComfyUI on a 12GB GPU: SDXL and Flux Setup, VRAM Limits, and Real Throughput — ComfyUI on an RTX 3060 12GB runs SDXL at 14-20s/image and Flux.1 at 30-90s/image with quantized GGUF or fp8 builds. Setup, VRAM limits… Mike Perry · 2026-06-09 · 10 min read
• Quantization on a 12GB GPU: q4 vs q5 vs q8 Tok/s and Quality on the RTX 3060 — Quantization on a 12GB GPU in 2026: q4_K_M is the right default for 7B-13B chat, q5 trades 10-15% speed for quality, q8 doubles VRAM for… Mike Perry · 2026-06-09 · 10 min read
• Per-Model LLM Hardware Guide 2026: What Actually Runs Llama, Qwen, and Mistral Locally — Match local LLMs to hardware in 2026: VRAM picks the model class, bandwidth sets tok/s, and a 5800X-class CPU is plenty once the model… Mike Perry · 2026-06-09 · 12 min read
• IDE-to-USB and CompactFlash Adapters for Retro PCs: FIDECO vs Unitek vs Vantec — FIDECO vs Unitek vs Vantec: which IDE-to-USB adapter wins for retro PC imaging in 2026, plus the CompactFlash card to pair it with for… Mike Perry · 2026-06-09 · 13 min read
• Building a 2002 Windows XP Gaming Rig: GeForce 4 Ti, Sound BlasterX G6, CompactFlash Boot — How to build a period-correct 2002 Windows XP rig: GeForce 4 Ti 4200, CompactFlash boot, Sound BlasterX G6, and the install order that… Mike Perry · 2026-06-09 · 16 min read
• Logitech G502 Hero vs Modern FPS Mice: Is the Classic Still Worth It in 2026? — Whether the wired G502 Hero still earns a spot on a 2026 desk, where its 121 g and 11 buttons help, and when a sub-60-gram FPS mouse beats… Mike Perry · 2026-06-09 · 14 min read
• Is the RTX 3060 12GB Still Worth It for 1080p and 1440p Gaming in 2026? — Cited FPS at 1080p and 1440p, the 12 GB VRAM longevity argument, DLSS notes, and the 2026 buy-or-skip verdict on Nvidia's stubborn budget… Mike Perry · 2026-06-09 · 14 min read
• Home Assistant on a Raspberry Pi 4 8GB in 2026: SSD Boot, Power Draw, Performance — Is the Raspberry Pi 4 8GB still the right Home Assistant hub in 2026? SSD boot, real RAM use, single-digit watts, and when to switch to a… Mike Perry · 2026-06-09 · 14 min read
• Started a Homelab Last Month — Is the Ryzen 5 5600G Build Right? — One month into your first homelab, the 5600G question keeps coming up. Here is when six Zen 3 cores plus an iGPU are exactly right — and… Mike Perry · 2026-06-09 · 16 min read
• Aider vs Cline vs Continue.dev for Local-LLM Coding on a 12GB GPU — Terminal Aider, agentic Cline, or in-editor Continue.dev on a 12 GB RTX 3060 — which local coding assistant best fits your daily dev… Mike Perry · 2026-06-09 · 15 min read
• LM Studio vs Jan.ai vs Ollama on an RTX 3060 12GB: Which Local Runner Wins? — LM Studio vs Jan.ai vs Ollama on an RTX 3060 12GB: which local LLM runner wins on setup, OpenAI-compatible API, tok/s, and quant fit on a… Mike Perry · 2026-06-09 · 13 min read
• Best Budget Streaming Mic + Capture Setup: Blue Yeti vs HyperX QuadCast 2 S — Blue Yeti or HyperX QuadCast 2 S, when an Elgato Cam Link 4K actually earns its slot, and whether a NEEWER ring light is worth packing for… Mike Perry · 2026-06-09 · 15 min read
• 8BitDo Pro 2 vs DualSense: Best Controller for PC Gaming in 2026 — 8BitDo Pro 2 vs Sony DualSense for PC gaming in 2026 — connectivity, back paddles, haptics on PC, and which controller is the better pick… Mike Perry · 2026-06-09 · 9 min read
• Best SATA SSD in 2026: Crucial BX500 vs Samsung 870 EVO vs WD Blue vs SanDisk — Crucial BX500 vs Samsung 870 EVO vs WD Blue SN550 vs SanDisk SSD Plus: which SATA SSD wins in 2026 on price-per-GB, endurance, DRAM cache… Mike Perry · 2026-06-09 · 14 min read
• Best CPU Cooler for the Ryzen 7 5700X: Noctua vs DeepCool vs CoolerMaster — Choosing a cooler for the 65W Ryzen 7 5700X in 2026: Noctua NH-U12S vs DeepCool AK620 vs CoolerMaster ML240L on noise, RAM clearance, and… Mike Perry · 2026-06-09 · 15 min read
• Apple Intelligence Gets a Second Shot With Google and Nvidia Help — Apple is reportedly leaning on Google and Nvidia to retool Apple Intelligence in 2026 - what changes, why it matters, and the local-stack… Mike Perry · 2026-06-09 · 10 min read
• Loading Sega Genesis Games Off a Vinyl Record — How a 2026 retro hack encodes Sega Genesis ROMs onto a vinyl record, what it borrows from cassette-tape loaders, and the easy way to… Mike Perry · 2026-06-09 · 10 min read
• Intel's Bartlett Lake Core 9 273PQE Loses to a Four-Year-Old CPU — Intel's Bartlett Lake flagship Core 9 273PQE has leaked trailing a four-year-old CPU — what the Ryzen 7 5800X cross-shop signals for 2026… Mike Perry · 2026-06-09 · 8 min read
• DeepSeek Tops US AI Vendor Charts in June 2026 as Firms Chase Cheaper AI — DeepSeek led Ramp's June 2026 trending vendor chart as US firms chased cheaper AI. Here is what the ranking means and how to run it on a… Mike Perry · 2026-06-09 · 9 min read
• Moonshot AI Targets $30B: Can You Run a Kimi-Class Open Model on a 12GB GPU? — Moonshot AI is chasing a $30B valuation on its Kimi line. Here is the honest VRAM math for running a Kimi-class open model locally on a… Mike Perry · 2026-06-09 · 13 min read
• Grok Imagine Video 1.5 Hits #2 — But Local Video Gen on an RTX 3060 Is Still Free — Grok Imagine Video 1.5 hit #2 on the image-to-video leaderboards. Here's what a $250 used RTX 3060 12 GB can still do locally, and when… Mike Perry · 2026-06-09 · 15 min read
• Which LLMs Actually Fit on an RTX 3060 12GB in 2026? — How much VRAM popular open models eat at q4_K_M on an RTX 3060, where the 12 GB ceiling bites, and which 7B-14B models keep full context… Mike Perry · 2026-06-09 · 18 min read
• Best Budget Gaming PC Parts Under $700 in 2026 — *As an Amazon Associate, SpecPicks earns from qualifying purchases. See our review methodology.* Mike Perry · 2026-06-09 · 10 min read
• New Linux Driver Exposes Voltage Inputs on Raspberry Pi SBCs — In brief — 2026-06-09: A new mainline Linux kernel driver has landed that exposes the on-board voltage-input rails of Raspberry Pi SBCs to… Mike Perry · 2026-06-09 · 9 min read
• MiniMax-M3 Tops Open-Weight Models at Intelligence Index 55 — In brief — 2026-06-09: MiniMax-M3 has reportedly scored 55 on the Artificial Analysis Intelligence Index, placing it ahead of every other… Mike Perry · 2026-06-09 · 10 min read
• Best 4K Monitor Under $300 for RTX 3060 12GB Gaming in 2026 — For most RTX 3060 12GB gamers in 2026, the right monitor is not a $300 4K panel — it's a 1440p 144 Hz display like the ASUS TUF Gaming… Mike Perry · 2026-06-09 · 9 min read
• Best Budget SSD for a Gaming PC in 2026: SATA vs NVMe — For a sub-$700 gaming PC in 2026, the NVMe pick is the WD Blue SN550 1TB and the SATA pick is the Crucial BX500 1TB. NVMe wins on game… Mike Perry · 2026-06-09 · 9 min read
• RTX 3060 12GB vs Ryzen 5 5600G iGPU for Entry Local LLMs — For local LLM use, the RTX 3060 12GB is a different class of device than the Ryzen 5 5600G's integrated Vega graphics — not a closer… Mike Perry · 2026-06-09 · 10 min read
• Intel Arc Pro B70 vs RTX 3060 12GB: Budget AI + 1440p in 2026 — For most buyers in 2026, the NVIDIA RTX 3060 12GB still wins for local AI plus 1440p gaming on a budget — its mature CUDA stack runs every… Mike Perry · 2026-06-09 · 11 min read
• Building a Period-Correct Windows 98 SE Gaming PC in 2026 — Editorial synthesis on how to build a period-correct windows 98 se gaming pc: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 10 min read
• Build a Raspberry Pi 4 8GB RetroPie Emulation Station in 2026 — Editorial synthesis on how to build a raspberry pi 4 retropie emulation station: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 9 min read
• Intel Eyed as TSMC Backup by Google and Nvidia for AI Chips — Editorial synthesis on why are google and nvidia exploring intel as a tsmc backup: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 4 min read
• Samsung Unveils World's First 4K 360Hz QD-OLED Panel — Editorial synthesis on what is samsung's 4k 360hz qd-oled panel: the realistic 2026 hardware picture, what runs and what doesn't, and the… Mike Perry · 2026-06-09 · 4 min read
• CompactFlash vs SATA SSD vs IDE-to-USB: Best Storage for a Retro PC — Editorial synthesis on should I use compactflash or an ssd in my retro pc: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 10 min read
• Best Budget Gaming Mouse + Mousepad Combo Under $80 in 2026 — Editorial synthesis on best budget gaming mouse and mousepad combo under $80: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 9 min read
• LM Studio on an RTX 3060 12GB: A Zero-Terminal Local LLM Setup — Editorial synthesis on how to run local llms with lm studio on an rtx 3060: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 10 min read
• Grok Imagine Video 1.5 Is #2 — What GPU Runs Local Video Gen? — Editorial synthesis on what gpu do I need for local image-to-video generation: the realistic 2026 hardware picture, what runs and what… Mike Perry · 2026-06-09 · 11 min read
• MiniMax-M3 Scores 55 on AA Index: Can You Self-Host It? — Editorial synthesis on what hardware do I need to run minimax-m3 locally: the realistic 2026 hardware picture, what runs and what doesn't… Mike Perry · 2026-06-09 · 11 min read
• Asus ROG Harpe II Extreme: 24K-Gold, 65K-Sensor Gaming Mouse — Asus revealed the ROG Harpe II Extreme: a sub-60g wireless esports mouse with a 65K-DPI sensor and 24K-gold accenting. Context, comparisons. Mike Perry · 2026-06-08 · 9 min read
• Adding Modern Audio to a Retro PC: Sound BlasterX G6 on XP — The Sound BlasterX G6 works on XP as a USB DAC and amp but cannot do EAX or DirectSound3D. When the G6 is right, when an Audigy is right. Mike Perry · 2026-06-08 · 9 min read
• ComfyUI on an RTX 3060 12GB: Flux and SDXL Speeds in 2026 — What fits on a 12GB RTX 3060: SDXL at fp16 in 20-35s, Flux fp8 in 60-90s. Full quant matrix, hardware pairings, when to upgrade. Mike Perry · 2026-06-08 · 9 min read
• Open-WebUI on an RTX 3060: A Self-Hosted ChatGPT in 2026 — Open-WebUI + Ollama on a 12GB RTX 3060 is the cleanest self-hosted ChatGPT-equivalent in 2026. Hardware, models, breakeven vs Plus. Mike Perry · 2026-06-08 · 9 min read
• Self-Hosting DeepSeek on an RTX 3060 12GB: What Fits in 2026 — What fits on a 12GB RTX 3060: DeepSeek-distill 7B/8B at q4 in the 30-45 tok/s range, with context the real ceiling. Quants, hardware, costs. Mike Perry · 2026-06-08 · 9 min read
• OpenAI Says 'Chat Is Dead': Building a Local Agent Rig in 2026 — The realistic 2026 floor for a local agent rig is a 12GB GPU, 8-core Zen 3 CPU, 32GB RAM, NVMe SSD. Prefill cost is the new bottleneck. Mike Perry · 2026-06-08 · 9 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM with Ollama? — A Pi 4 8GB runs 1-3B models at 2-5 tok/s on CPU. Workable for home automation and background classifiers, not for interactive chat. Mike Perry · 2026-06-08 · 9 min read
• Logitech G920 vs HORI Overdrive for Sim Racing in 2026 — The G920 has real dual-motor force feedback; the HORI Overdrive does not. For sim racing the G920 wins; for arcade play the Overdrive is… Mike Perry · 2026-06-08 · 9 min read
• llama.cpp vs Ollama on an RTX 3060 12GB: Which Runner Wins? — The same engine, tuned two ways. Ollama for convenience, llama.cpp for control — benchmarks and feature deltas on an RTX 3060 12GB. Mike Perry · 2026-06-07 · 10 min read
• Self-Host Jellyfin on a Raspberry Pi 4 8GB: Real Transcoding Numbers — Real Jellyfin 10.9 numbers on a Raspberry Pi 4 8GB: HW transcoding limits, SSD picks, power draw, and when you should just buy a used… Mike Perry · 2026-06-07 · 10 min read
• CompactFlash Boot Drive for Windows 98: Transcend CF133 Setup and Benchmarks — A Transcend CF133 CompactFlash card plus a passive CF-to-IDE adapter makes a silent, fast Win98 boot drive. Here is the setup, the… Mike Perry · 2026-06-07 · 9 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for a Budget 1080p Gaming + Local-AI Build — For a budget 1080p gaming build that also runs local AI, the Ryzen 7 5700X beats the 5600G. Here is the per-game and per-task math behind… Mike Perry · 2026-06-07 · 10 min read
• Best GPU for Local Llama 3 8B Under $400: Why the RTX 3060 12GB Wins — Under $400, the RTX 3060 12GB is the unambiguous local-Llama 3 8B pick. Here is the VRAM, throughput, and price math behind that — and why… Mike Perry · 2026-06-07 · 9 min read
• Corsair's New Gaming Mouse Has a Dedicated Stream Deck Launch Button — Corsair and Elgato just announced a gaming mouse with a dedicated Stream Deck button. Here is how the driver bridge actually works and… Mike Perry · 2026-06-07 · 9 min read
• Sega Genesis Games Loaded Off a Vinyl Record: How the Hack Works — A hardware modder showed off a Sega Genesis cartridge that loads ROMs from a vinyl record. Here is the encoding behind it and what the… Mike Perry · 2026-06-07 · 10 min read
• Qwen3.7-Plus vs Gemma 4 12B for Local Agents on a 12GB GPU — Qwen3.7-Plus and Gemma 4 12B both target local agents in 12GB of VRAM. Here is how they compare on tool-calling, reasoning, and throughput… Mike Perry · 2026-06-07 · 10 min read
• Gemma 4 12B Speech-to-Text on an RTX 3060 12GB: Local Transcription tok/s — Google's Gemma 4 12B now does speech-to-text. Here is what an RTX 3060 12GB actually delivers for offline transcription, with WER, tok/s… Mike Perry · 2026-06-07 · 10 min read
• Forza Horizon 6 on the RTX 3060 12GB: 1080p and 1440p Settings Guide — The RTX 3060 12GB still plays Forza Horizon 6 well in 2026. Recommended 1080p and 1440p settings, where to spend GPU budget, and why DLSS… Mike Perry · 2026-06-06 · 10 min read
• Best IDE-to-USB Adapter for Retro PC Data Recovery: FIDECO vs Unitek vs Vantec — FIDECO, Unitek, and Vantec dominate the IDE-to-USB adapter category for retro PC data recovery. Which one rescues your stuck 1998 hard… Mike Perry · 2026-06-06 · 10 min read
• Adafruit Ships a Triple LED Matrix Bonnet for the Raspberry Pi — Adafruit's new Triple LED Matrix Bonnet lets one Raspberry Pi drive three chained RGB matrix panels for big bright signs. Power, panels… Mike Perry · 2026-06-06 · 10 min read
• Ryzen 7 5800X + RTX 5060 Combo Drops to $439 with a Free Cooler — A bundle pairing the AMD Ryzen 7 5800X, an RTX 5060, and a free CPU cooler has dropped to $439. Strong value for 1080p / 1440p gaming… Mike Perry · 2026-06-06 · 9 min read
• Build a Raspberry Pi Carputer for Your Daily Driver (2026) — Building a Raspberry Pi carputer that survives crank dips, summer heat, and weekly drives. Real wiring, the right SSD setup, and the… Mike Perry · 2026-06-06 · 10 min read
• Raspberry Pi Dual Monitor Setup: Driving Two 4K Displays in 2026 — Yes, a Raspberry Pi can drive two 4K monitors in 2026 — the Pi 4 8GB at 30Hz and the Pi 5 at a true 60Hz. Cables, config, panels, and… Mike Perry · 2026-06-06 · 9 min read
• Aider vs Cline vs Cursor for AI-Assisted Coding in 2026 — Aider, Cline, and Cursor each pick a different lane of AI-assisted coding in 2026. Which terminal, VS Code extension, or full IDE fits… Mike Perry · 2026-06-06 · 10 min read
• Qwen3.7-Plus Goes Agentic: Cloud Model vs Your Local 12GB Rig — Alibaba's Qwen3.7-Plus pushes hard into agentic workloads. This synthesis weighs the cloud flagship against a community-documented local… Mike Perry · 2026-06-06 · 10 min read
• Gemma 4 12B Runs Local: Best 12GB GPUs for Google's New Open Model — Google just shipped Gemma 4 12B open weights — and the model lands exactly on the consumer 12GB-VRAM tier. Here's what a ZOTAC or MSI RTX… Mike Perry · 2026-06-06 · 11 min read
• Load Retro Games onto a Win98 IDE PC with a CompactFlash Adapter (2026) — Use a CompactFlash card and a passive IDE adapter to give a Windows 98 retro PC silent, instant-boot solid-state storage in 2026. Mike Perry · 2026-06-05 · 10 min read
• Noctua NH-U12S vs DeepCool AK620: Best Air Cooler for a Ryzen 5800X — Noctua NH-U12S vs DeepCool AK620 for the Ryzen 7 5800X: which air cooler is right, why the AIO route is rarely the answer for this chip. Mike Perry · 2026-06-05 · 9 min read
• Crucial BX500 vs Samsung 870 EVO: Best Budget SATA SSD for Upgrades — Crucial BX500 1TB vs Samsung 870 EVO 250GB for budget SATA upgrades: capacity vs reliability, with three real-world picks based on workload. Mike Perry · 2026-06-05 · 9 min read
• Ryzen 7 5800X vs Ryzen 7 5700X for Gaming and Local AI: Which Wins? — Ryzen 7 5800X vs 5700X for mixed gaming and local AI on AM4: the gaming gap is smaller than the spec sheet suggests, and TDP changes the… Mike Perry · 2026-06-05 · 10 min read
• Best Gaming Monitor for 2026: 5 Picks from 1440p to 4K — From 1440p value to 4K dual-mode, the best gaming monitor of 2026 depends on your GPU tier and your desk. Four picks under $700. Mike Perry · 2026-06-05 · 10 min read
• Best Budget Internal SSD for 2026: 5 Picks Tested by Value — The best budget internal SSD in 2026 depends on form factor and workload. Four picks under $70 that cover the real upgrade decisions. Mike Perry · 2026-06-05 · 10 min read
• Self-Hosted Immich on a Raspberry Pi 4 8GB: Photo Backup Without the Cloud — A Raspberry Pi 4 8 GB plus a real USB SSD makes a great Immich photo backup for a family — provided you keep the ML jobs off the Pi itself. Mike Perry · 2026-06-05 · 9 min read
• vLLM on an RTX 3060 12GB: Is It Worth It for Single-User Chat? — vLLM is brilliant at scale, but on a single-user RTX 3060 12 GB chat box it loses to llama.cpp on every operational metric that matters. Mike Perry · 2026-06-05 · 9 min read
• After the Mythos Cyber-Ops Report, Why Run AI on an Air-Gapped Local Box — After the Mythos Cyber-Ops disclosure, here's how to wire an air-gapped local-LLM rig that actually keeps regulated data inside the… Mike Perry · 2026-06-05 · 9 min read
• Grok Imagine 1.5 Shipped 720p Video — Run Local Image/Video Gen Instead — Grok Imagine 1.5 just shipped 720p image-to-video. Here's why a 12 GB RTX 3060 is still the practical floor for running diffusion locally. Mike Perry · 2026-06-05 · 11 min read
• Is the RTX 3060 12GB Still a Good 1080p Gaming GPU in 2026? — Yes — as of 2026, the RTX 3060 12GB remains a credible 1080p gaming GPU when bought at the right price. Mike Perry · 2026-06-05 · 14 min read
• Ollama vs LM Studio on an RTX 3060 12GB: Which Runner Wins? — Both wrap llama.cpp; both give you the same tokens per second on identical quantizations. The decision is entirely about workflow — and… Mike Perry · 2026-06-05 · 12 min read
• Add Wireless Controllers and More Games to Your SNES Classic & Genesis Mini in 2026 — To add wireless controllers and more games to your SNES Classic or Genesis Mini in 2026, plug a console-specific Bluetooth receiver into… Mike Perry · 2026-06-05 · 13 min read
• Adding USB Audio to a Retro Windows XP Gaming PC: Sound BlasterX G6 — Yes — a Creative Sound BlasterX G6 can drive audio on a Windows XP retro gaming rig over USB, but with caveats: Creative's current driver… Mike Perry · 2026-06-05 · 13 min read
• Build a Live ADS-B Flight Tracker on a Raspberry Pi 4 in 2026 — Building a live ADS-B flight tracker on a Raspberry Pi 4 in 2026 takes four parts: a Raspberry Pi 4 Model B 8GB running PiAware or readsb… Mike Perry · 2026-06-05 · 13 min read
• Build a Self-Hosted Security Camera on a Raspberry Pi 4 8GB in 2026 — To build a private security camera on a Raspberry Pi in 2026, pair a Raspberry Pi 4 Model B 8GB with a USB-attached SATA or NVMe SSD for… Mike Perry · 2026-06-05 · 13 min read
• Best Controller for PC AAA Gaming in 2026 — As an Amazon Associate, SpecPicks earns from qualifying purchases. See our review methodology. Mike Perry · 2026-06-05 · 19 min read
• Best AM4 CPU for Budget Gaming and Local AI in 2026 — As an Amazon Associate, SpecPicks earns from qualifying purchases. See our review methodology. Mike Perry · 2026-06-05 · 18 min read
• Cloudflare CEO: The Web's Future Is 'Pay to Crawl' as Bots Overtake Humans — > In brief — 2026-06-05 · Cloudflare's CEO says the web is heading toward a "pay to crawl" model as bots overtake human traffic. Mike Perry · 2026-06-05 · 10 min read
• Corsair Launches Lightweight Budget HS35 v3 Gaming Headset — > In brief — 2026-06-05 · Corsair launches the lightweight, budget HS35 v3 wired gaming headset, positioning it against the long-running… Mike Perry · 2026-06-05 · 9 min read
• Linux Driver Will Expose Voltage Inputs for Raspberry Pi SBCs — > In brief — 2026-06-05 · A new Linux kernel driver exposes Raspberry Pi SBC voltage inputs to the standard hwmon monitoring interface… Mike Perry · 2026-06-05 · 11 min read
• ZOTAC vs MSI RTX 3060 12GB: Which Twin-Fan Card Should You Buy in 2026? — ZOTAC vs MSI RTX 3060 12GB in 2026 — same chip, two twin-fan boards. Which is quieter, cooler, and cheaper, and which one belongs in your… Mike Perry · 2026-06-05 · 9 min read
• Open Weights Are Reshaping Agentic Coding: A 2026 Local-Rig Reality Check — For a usable open-weights coding agent on local hardware in 2026, plan on a 12GB NVIDIA GPU (the RTX 3060 12GB is the practical entry… Mike Perry · 2026-06-05 · 15 min read
• ChatGPT Now Saves Dossiers About You: Build a Private Local LLM Box — To run a private local LLM instead of ChatGPT for privacy in 2026, the practical floor is an RTX 3060 12GB host paired with a runner like… Mike Perry · 2026-06-05 · 13 min read
• Nemotron 3 Ultra vs Step 3.7 Flash: The 2026 Open-Weights Race — As of 2026, Nemotron 3 Ultra is the higher-intelligence flagship for hard reasoning while Step 3.7 Flash is tuned for low-latency agentic… Mike Perry · 2026-06-05 · 14 min read
• Ryzen 9 9950X3D2 vs Ryzen 7 5800X: Is the Upgrade Worth It? — How AMD's Ryzen 9 9950X3D2 compares to the still-popular Ryzen 7 5800X for gaming in 2026, where the upgrade pays back, and where it's… Mike Perry · 2026-06-05 · 10 min read
• Ollama on a 12GB RTX 3060: Best Models and tok/s in 2026 — Which Ollama models actually run well on a 12GB RTX 3060 in 2026, what tok/s to expect, and the install / config notes that save time. Mike Perry · 2026-06-05 · 10 min read
• Run a Local LLM on a Raspberry Pi 4 8GB: What Works in 2026 — What 7B and smaller models actually run on a Raspberry Pi 4 8GB in 2026, what tok/s to expect, and the storage and cooling setup that… Mike Perry · 2026-06-05 · 10 min read
• Backing Up Vintage IDE Drives to CompactFlash in 2026 — Vintage IDE drives die unpredictably. Cloning them to CompactFlash and a USB adapter preserves the data forever, fits the original bay… Mike Perry · 2026-06-05 · 10 min read
• Best Streaming Gear for Starting a Channel in 2026 — A practical first-channel kit: USB microphone, capture card, ring light, and accent lighting. What to buy, what to skip, and where the… Mike Perry · 2026-06-05 · 12 min read
• Best SSD for a PS4 Pro Upgrade in 2026 — A SATA SSD upgrade still cuts PS4 Pro load times by 40-60%. Here's which drives fit, what to expect on capacity, and how to install one… Mike Perry · 2026-06-05 · 10 min read
• Why That Game Boy Clone Runs Too Fast — and the Crystal Fix — Cheap Game Boy clones speed up Pokémon and Tetris because they ship the wrong crystal. The community fix is a $0.30 replacement and a… Mike Perry · 2026-06-05 · 10 min read
• AMD Ryzen 7 5800X + RTX 5060 Combo Hits $439 With Free Cooler — An AMD Ryzen 7 5800X plus RTX 5060 bundle landed at $439 this week with a free CPU cooler. The unit economics, who it fits, and what to… Mike Perry · 2026-06-05 · 10 min read
• Can a 12GB RTX 3060 Still Run 2026's Local LLMs? — Public benchmarks, quantization math, and a sizing matrix for the RTX 3060 12GB in 2026 — what fits, what tok/s to expect, and when to… Mike Perry · 2026-06-05 · 10 min read
• NVIDIA Nemotron 3 Ultra: What It Takes to Run Locally — Public sizing math, quantization tradeoffs, and the realistic local-hardware tiers for NVIDIA's Nemotron 3 Ultra — including where a 12GB… Mike Perry · 2026-06-05 · 10 min read
• Intel Arc B390 Handhelds vs Steam Deck: The Predator Atlas 8 — Acer's Predator Atlas 8 brings Intel's Arc B390 GPU to handheld gaming PCs. Here's where it beats Steam Deck, where Steam Deck still wins… Mike Perry · 2026-06-05 · 10 min read
• How Creative's Sound Blaster Ruled PC Audio for 20 Years — The Sound Blaster line dominated PC audio for two decades. Here's the short history — what each generation did, what killed PCI audio… Mike Perry · 2026-06-05 · 9 min read
• ExLlamaV2 vs llama.cpp on the RTX 3060 12GB: Faster for 12B? — ExLlamaV2 and llama.cpp both run 12B-class models on a 12GB RTX 3060. Here's what each runtime is for, where they win, and how the… Mike Perry · 2026-06-05 · 10 min read
• Best Controllers for Steam Deck and PC in 2026 — Whether you're docking a Steam Deck or pairing a couch PC, here are the five controllers worth shortlisting in 2026 — across budget… Mike Perry · 2026-06-05 · 10 min read
• Is the Logitech G502 Hero Still the Best FPS Mouse in 2026? — The Logitech G502 Hero launched in 2018 and is still on every shortlist of best FPS mice in 2026. Here's what keeps it there — and where… Mike Perry · 2026-06-05 · 9 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best USB Mic for Streaming — The Blue Yeti and HyperX QuadCast 2 S are the default Twitch-rig microphones. Here's how the pickup pattern, RGB, mute UX, and software… Mike Perry · 2026-06-05 · 9 min read
• SATA SSD vs NVMe for Gaming: Does It Actually Load Faster? — An NVMe SSD is 5-7x the bandwidth of a SATA drive on paper. In actual games, the load-time gap is smaller than the spec sheet suggests… Mike Perry · 2026-06-05 · 9 min read
• Inside the Intel 8087: Decapping a 1980 Math Coprocessor's Microcode — A community decap project recovered the Intel 8087's complete microcode ROM under a microscope. The result: a window into how 1980 math… Mike Perry · 2026-06-05 · 9 min read
• Intel's Bartlett Lake Core 9 273PQE Loses to a 4-Year-Old CPU — Intel's Bartlett Lake refresh isn't aimed at gamers. Side-by-side with a 4-year-old Ryzen 7 5800X, the new Core 9 273PQE looks… Mike Perry · 2026-06-05 · 9 min read
• AMD Instinct MI300X vs Radeon RX 7600 XT: Datacenter vs Desk — The MI300X is a 192 GB HBM3 monster you can't put in a tower; the RX 7600 XT is a $329 16 GB card that ships today. Here's how the gap… Mike Perry · 2026-06-05 · 11 min read
• Running a 1-Trillion-Parameter LLM on 768GB of Cheap Optane — Cheap discontinued Optane DIMMs let you fit a 1T-parameter model in RAM — but throughput, latency, and the math vs. an RTX 3060 12GB tell… Mike Perry · 2026-06-05 · 11 min read
• Samsung's 2026 Odyssey Lineup Adds 5K, 6K and a 360Hz 4K QD-OLED — Samsung's 2026 Odyssey lineup adds 5K and 6K dual-mode panels plus the world's first 360Hz 4K QD-OLED. Here's what it means for monitor… Mike Perry · 2026-06-04 · 6 min read
• Forza Horizon 6 PC Benchmarks: What GPU Hits 60 FPS at 1440p? — An RTX 3060 12GB hits 60 FPS at 1440p High in Forza Horizon 6 with FSR Quality. Full GPU benchmark synthesis from PC Gamer + Hardware… Mike Perry · 2026-06-04 · 7 min read
• Build a Silent Windows 98 Gaming PC With a CompactFlash IDE Drive — Replace your Win98 PC's spinning IDE drive with a CompactFlash card. Silent, fast, cold-storage-safe. Bill of materials and setup steps. Mike Perry · 2026-06-04 · 7 min read
• Self-Host Jellyfin and Home Assistant on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8GB runs Home Assistant + Jellyfin together in 2026 if you accept single-stream 1080p transcoding. Full setup and BOM here. Mike Perry · 2026-06-04 · 7 min read
• Best Controllers for Retro Gaming and Emulation in 2026 — The 8BitDo Pro 2 is the all-around best controller for retro emulation in 2026. Wired hall-effect via GameSir G7 SE. Five picks, covered. Mike Perry · 2026-06-04 · 7 min read
• Ryzen 7 5800X vs 5700X for 1080p Gaming: Which AM4 Chip Wins in 2026? — At 1080p gaming, the Ryzen 7 5800X is ~4% faster than the 5700X. The 5700X runs cooler and cheaper. Here's how to pick on AM4 in 2026. Mike Perry · 2026-06-04 · 7 min read
• Best 4K Monitor for PS5 in 2026 (Without Overpaying) — The PS5 outputs 4K 120Hz over HDMI 2.1. Sub-$400 SANSUI and KOORUI panels deliver it. Here's the value pick and what's worth skipping. Mike Perry · 2026-06-04 · 7 min read
• llama.cpp vs vLLM for Single-User Chat on an RTX 3060 12GB (2026) — On an RTX 3060 12GB, llama.cpp beats vLLM for single-user chat. vLLM wins on shared servers. Detailed VRAM, throughput, and operational… Mike Perry · 2026-06-04 · 7 min read
• NVIDIA Cosmos 3 vs Ideogram 4.0: Which Open Image Model to Run on 12GB — Ideogram 4.0 ships open weights with native 2K and text rendering. NVIDIA Cosmos 3 hits top arena Elos. Here's how to pick on a 12GB GPU. Mike Perry · 2026-06-04 · 7 min read
• Step 3.7 Flash vs Gemma 4 12B: Which Local Model Wins on a 12GB GPU? — Gemma 4 12B fits on a 12GB GPU with a mature toolchain. Step 3.7 Flash claims agentic gains. Here's which to run on an RTX 3060 12GB this… Mike Perry · 2026-06-04 · 7 min read
• Grok Imagine 1.5 Brings 720p Image-to-Video — Can You Run It Locally? — Grok Imagine 1.5 just added 720p image-to-video. Here's whether an RTX 3060 12GB can run open alternatives like SVD or CogVideoX locally… Mike Perry · 2026-06-04 · 9 min read
• Open-WebUI vs LM Studio: Best Local LLM Front-End in 2026 — Open-WebUI vs LM Studio in 2026: LM Studio for single-user desktop simplicity, Open-WebUI for self-hosted multi-user with RAG and tools. Mike Perry · 2026-06-04 · 10 min read
• Use a Raspberry Pi 4 as a Second Monitor or KVM in 2026 — Turn a spare Raspberry Pi 4 into a second monitor with Spacedesk or a full IP-KVM with PiKVM v3 — two cheap homelab builds under $250. Mike Perry · 2026-06-04 · 9 min read
• Build a Private Security Camera on a Raspberry Pi (Ring Alternative) in 2026 — Build a private Pi 4 security camera with Frigate for $190 — no Ring subscription, recordings stay on a local SATA SSD, 25-100 days of… Mike Perry · 2026-06-04 · 9 min read
• SNES Classic vs Sega Genesis Mini in 2026: Which Is Worth It? — SNES Classic vs Sega Genesis Mini in 2026: 21 first-party Nintendo classics versus 42 Sega games for less money — which mini console to buy. Mike Perry · 2026-06-04 · 10 min read
• Best Game Controller for PC and Console in 2026 — Best game controllers in 2026: DualSense for PS5, 8BitDo Pro 2 for PC, GameSir G7 SE for wired competitive, and two retro/Switch picks. Mike Perry · 2026-06-04 · 10 min read
• Best SSD for a Local AI / LLM Workstation in 2026 — NVMe Gen3 (WD Blue SN550) for hot model storage + TLC SATA SSD for archives — the best $175 SSD setup for a 2026 AI workstation. Mike Perry · 2026-06-04 · 10 min read
• Gemma 4 12B Fits Multimodal AI Into 16GB of RAM — Gemma 4 12B fits in 16GB of unified memory at Q4 — multimodal AI on an APU build at $400 or a 3060 12GB build at $850. Mike Perry · 2026-06-04 · 10 min read
• Linux Driver Will Expose Voltage Inputs on Raspberry Pi SBCs — A new Linux IIO driver lets Pi 4 read voltage inputs through standard sysfs — no external ADC chip needed for homelab and monitoring builds. Mike Perry · 2026-06-04 · 10 min read
• Step 3.7 Flash Benchmarks: What You Can Actually Run on 12GB — Step 3.7 Flash runs cleanly on a 12GB GPU at Q4_K_M with 42 tok/s on a 3060 12GB — making the 12GB tier viable for 14B-total MoE models. Mike Perry · 2026-06-04 · 10 min read
• Perplexity's Local-or-Cloud Router: What Hardware Runs the Local Half — Build for Perplexity's 2026 hybrid router: a 12GB RTX 3060 + Ryzen 7 5700X + 32GB RAM hits the local-half latency budget for under $900. Mike Perry · 2026-06-04 · 10 min read
• Ideogram 4.0 Open Weights: Native 2K Image Gen on a 12GB GPU — Run Ideogram 4.0 locally on a 12GB GPU at fp8 with VAE tiling: 28-45 seconds per 2K image on a 3060 12GB and a clean sub-$700 build. Mike Perry · 2026-06-04 · 10 min read
• Logitech G920 vs Thrustmaster: Best Beginner Sim Racing Setup 2026 — A beginner sim racing rig in 2026 is about three honest inputs. We compare the Logitech G920, HORI Overdrive, and Thrustmaster TH8A. Mike Perry · 2026-06-04 · 10 min read
• Dumping Big-Box CD-ROM Games in 2026 with an IDE-to-USB Adapter — A practical 2026 workflow for imaging big-box PC game CDs with an IDE-to-USB adapter, from .cue/.bin dumps to Redump verification. Mike Perry · 2026-06-04 · 11 min read
• AMD Ryzen 9 9950X3D2 Runs Faster on Linux Than Windows 11 — Phoronix's cross-OS suite has the 9950X3D2 4-9% faster on Linux 6.x — including the cache-sensitive workloads where X3D should win on… Mike Perry · 2026-06-04 · 11 min read
• ComfyUI on an RTX 3060 12GB: VRAM Tuning and Image-Gen Throughput — SDXL hits ~3.8 it/s, FLUX.1-dev fits cleanly, and HiDream-O1 works with the right flags — here's the full 12GB tuning guide. Mike Perry · 2026-06-04 · 10 min read
• NVIDIA Nemotron 3 Ultra (550B/55B-Active): What a 12GB Rig Can Run — Full 550B Nemotron 3 Ultra is server-class even at q4 — but the distilled 13B variant runs at 18-22 tok/s on a 12GB RTX 3060. Mike Perry · 2026-06-04 · 12 min read
• ComfyUI for NVIDIA Cosmos 3 on an RTX 3060 12GB: Setup + Limits — Cosmos 3 leads the open-weights generation race in 2026. Here is the full ComfyUI workflow, low-VRAM flags, and real benchmarks on an RTX… Mike Perry · 2026-06-04 · 11 min read
• Nemotron 3 Ultra vs MiniMax M3: Best Open Model for a 12GB Rig — Nemotron 3 Ultra and MiniMax M3 lead the open leaderboards in 2026. Here is which one actually runs well on a 12GB RTX 3060 at q4, with… Mike Perry · 2026-06-04 · 11 min read
• Ryzen 5 5600G vs Core i7-9700K for a Budget 1080p Gaming Build — The Ryzen 5 5600G usually wins as a fresh 2026 budget build: lower cost, live AM4 upgrade path, usable iGPU, and quieter cooling. The… Mike Perry · 2026-06-04 · 12 min read
• Logitech G502 Hero in 2026: Is the $40 Classic Still the Mouse to Beat? — The Logitech G502 Hero is still the $40 wired mouse to beat in 2026 — eleven buttons, a flagship HERO sensor, and a track record no rival… Mike Perry · 2026-06-04 · 13 min read
• Logitech G502 Hero in 2026: Is the FPS Mouse King Still Worth It? — The Logitech G502 Hero is still the best $32 gaming mouse in 2026 for medium-to-large hands and mixed FPS + MMO play — here's the honest… Mike Perry · 2026-06-04 · 10 min read
• Logitech G29 vs HORI vs Thrustmaster: Best Sim Racing Wheel for Beginners — Beginner sim racing wheel guide: the $280 Logitech G29 wins for PS5+PC, the HORI DLX handles Xbox. Add a shifter later; don't buy under… Mike Perry · 2026-06-04 · 11 min read
• Cosmos3-Super on an RTX 3060 12GB: Can the #1 Open-Weights Image Model Run Local? — Yes — an RTX 3060 12GB runs Cosmos3-Super at 1024px in 14.8s/image with fp8 weights. Full VRAM, speed, and quantization-quality data inside. Mike Perry · 2026-06-04 · 11 min read
• FIDECO vs Unitek vs Vantec: Best IDE-to-USB Adapter for Dumping Retro Drives — FIDECO, Unitek, and Vantec each cover IDE-to-USB differently. Here is which adapter to buy for dumping retro drives — and the CF card that… Mike Perry · 2026-06-04 · 13 min read
• Asus ROG Harpe II Extreme Brings a 65K-DPI Sensor — and a Gold Price Tag — Asus's gold-accented ROG Harpe II Extreme lands with a 65K-DPI sensor. Here is what the spec really buys — and why the cheaper G502 Hero… Mike Perry · 2026-06-04 · 10 min read
• Logitech G920 vs HORI Racing Wheel: Best Starter Sim Wheel in 2026 — Logitech G920 or HORI Racing Wheel Overdrive for your first sim setup? The G920 wins on force feedback; the HORI wins on price. Here is… Mike Perry · 2026-06-04 · 11 min read
• Nous Hermes Desktop: A Local AI Agent for Your Own Hardware — Nous Hermes Desktop is an open-source cross-platform AI agent that runs on your own machine. Here is the local backend and GPU floor that… Mike Perry · 2026-06-04 · 11 min read
• Ryzen 5 5600G vs Ryzen 7 5700X vs Ryzen 7 5800X for 1080p Gaming in 2026 — Ryzen 5 5600G, Ryzen 7 5700X, or Ryzen 7 5800X for a 2026 1080p gaming PC? Frame rates, value math, and the build recommendation for each… Mike Perry · 2026-06-01 · 10 min read
• Open-Source Layer Brings Reflex and Anti-Lag 2 to All GPUs — A new open-source 'low_latency_layer' project is shipping vendor-neutral Reflex and Anti-Lag 2 behavior to non-supported GPUs. Here is… Mike Perry · 2026-06-01 · 9 min read
• Best SATA SSD to Revive an Old Gaming PC in 2026 — Replacing the spinning hard drive in an aging gaming PC is the cheapest worthwhile upgrade you can make. Here are the SATA SSDs that punch… Mike Perry · 2026-06-01 · 10 min read
• Build a Plex Media Server on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8GB can host a household Plex server in 2026 — if you accept its transcoding limits and pair it with the right SSD and… Mike Perry · 2026-06-01 · 10 min read
• Installing 3dfx Voodoo Glide Drivers on Windows 98 in 2026 — Installing 3dfx Voodoo Glide drivers on Windows 98 in 2026 is more art than science. Here is the exact driver sequence, BIOS lottery, and… Mike Perry · 2026-06-01 · 10 min read
• Intel Arc Pro B70 vs RTX 3060 12GB for Local LLMs — Intel's Arc Pro B70 brings 16GB of VRAM and the new llm-scaler-vllm 1.4 stack — but does it actually outrun a used RTX 3060 12GB for local… Mike Perry · 2026-06-01 · 10 min read
• HiDream-O1-Image on an RTX 3060 12GB: Does It Fit? — Can a 12GB RTX 3060 actually run HiDream-O1-Image, the open-weights model topping the late-2026 artificial-analysis text-to-image… Mike Perry · 2026-06-01 · 10 min read
• vLLM vs Ollama on an RTX 3060 12GB: Which Server Wins? — vLLM or Ollama for an RTX 3060 12GB local LLM server? Throughput numbers, latency curves, setup friction, and the workload split that… Mike Perry · 2026-06-01 · 10 min read
• Ollama vs llama.cpp on an RTX 3060 12GB: Tokens-per-Second Showdown (2026) — On an RTX 3060 12GB, Ollama and llama.cpp tie within 5% — same CUDA kernels under the hood. Pick by workflow, not throughput. Mike Perry · 2026-06-01 · 10 min read
• Home Assistant on a Raspberry Pi 4 8GB: 2026 Smart-Home Hub Build — Build a silent Home Assistant hub on a Raspberry Pi 4 8GB for ~$260 — BOM, install workflow, power draw, and when to move from SD to SSD. Mike Perry · 2026-06-01 · 10 min read
• CompactFlash Boot Drive for a Win98 / XP Retro PC (2026 Guide) — Replace a noisy vintage IDE disk with silent CompactFlash. Card picks, BIOS settings, and the partition/install workflow for Win98 and XP… Mike Perry · 2026-06-01 · 10 min read
• Best 1440p Monitor for the RTX 3060 12GB (2026) — The featured ASUS TUF VG27AQ is the best 1440p monitor for an RTX 3060 12GB — 165Hz IPS, G-Sync Compatible, and price-matched to the GPU. Mike Perry · 2026-06-01 · 9 min read
• Ryzen 7 5800X + RTX 5060 Bundle Drops to $439 With a Free CPU Cooler — A retail bundle pairs the AMD Ryzen 7 5800X with an RTX 5060 8GB plus a free 120mm tower cooler at $439 — about $110 off the parts alone. Mike Perry · 2026-06-01 · 9 min read
• Microsoft + Nvidia AI PCs Run Real Agents: The Local Hardware That Matches (2026) — Want an AI PC that runs real agents? You need a discrete 12GB GPU, an 8-core CPU, and NVMe — not an NPU-only laptop. The build math is here. Mike Perry · 2026-06-01 · 10 min read
• Ryzen AI Max+ 'Gorgon Halo' 192GB vs RTX 3060 12GB for Local LLMs (2026) — Gorgon Halo's 192GB unified pool runs models a 12GB RTX 3060 cannot — but the 3060 still wins 7B-13B at q4 on tok/s and dollars. Mike Perry · 2026-06-01 · 10 min read
• Best Storage Upgrades for Retro and Budget PC Builds in 2026 — The five-pick storage buying guide for retro and budget PC builders: best SATA SSD, best NVMe, best CompactFlash, best value, best IDE… Mike Perry · 2026-05-31 · 11 min read
• Adding a Sound BlasterX G6 to a Windows 98/XP Retro Gaming PC — How a Sound BlasterX G6 plugs into a Windows 98 SE / XP retro rig, what you gain (real DAC + headphone amp), and what you lose (hardware… Mike Perry · 2026-05-31 · 10 min read
• Self-Host Immich on a Raspberry Pi 4 8GB: A Google Photos Replacement — A Pi 4 8GB + USB-3 SATA SSD is enough to host Immich for sub-50K-photo libraries with overnight ML indexing. Full BOM and install steps. Mike Perry · 2026-05-31 · 10 min read
• HiDream-O1-Image Debuts as Top Open-Weights Text-to-Image Model — HiDream-O1-Image-Dev just topped the open-weights text-to-image arena. The headline for local-build users: 12GB is now the floor for… Mike Perry · 2026-05-31 · 9 min read
• AMD RX 9070 XT Hits All-Time-Low $629 in Amazon Lightning Sale — The RX 9070 XT 16GB just hit $629 in an Amazon lightning sale — $120 below MSRP and the cheapest brand-new 16GB RDNA4 card has ever been. Mike Perry · 2026-05-31 · 9 min read
• Best SSD for Local LLM Model Storage in 2026: NVMe vs SATA — A $90 1TB NVMe loads a 14B model 4-5x faster than a budget SATA SSD. Here is the per-use-case SSD pick and the capacity math. Mike Perry · 2026-05-31 · 10 min read
• LM Studio on an RTX 3060 12GB: Local-LLM Setup and tok/s in 2026 — Step-by-step LM Studio setup on an RTX 3060 12GB with the tok/s you should actually see — and how to debug the most common slowdowns. Mike Perry · 2026-05-31 · 10 min read
• Is 12GB VRAM Still Enough for Local LLMs in 2026? — A 12GB RTX 3060 still nails 7-14B chat and coding in 2026. Where it stops being enough — 27B+ models, 128K contexts and concurrent… Mike Perry · 2026-05-31 · 10 min read
• RX 9070 XT vs RTX 3060 12GB for Local LLMs in 2026 — The $629 RX 9070 XT brings 16GB and RDNA4 to the local-LLM conversation, but a used $280 RTX 3060 12GB still has the smoother stack. Here… Mike Perry · 2026-05-31 · 11 min read
• GameSir G7 SE vs 8BitDo Pro 2: Best Wired-Feel Controller for PC & Steam Deck — Wired beats Bluetooth for racing, fighters, and shooters by 14ms. We compare the GameSir G7 SE and 8BitDo Pro 2 for PC and Steam Deck use… Mike Perry · 2026-05-31 · 9 min read
• Gemini-Class Models on Local Hardware: How Much VRAM You Actually Need — How much VRAM do you actually need for a Gemini-class open-weight model in 2026? The numbers, the cliffs, and why an RTX 3060 12GB still… Mike Perry · 2026-05-31 · 11 min read
• Best Budget Gaming Setup Essentials for 2026: Mouse, Keyboard, Headset, Mic & Mousepad — Six items, ~$492 total: the budget gaming mouse, keyboard, mic, headset, mousepad, and monitor combo that lasts beyond the first month of… Mike Perry · 2026-05-31 · 9 min read
• Intel llm-scaler-vLLM 1.4: vLLM Lands on Arc — How It Stacks Up vs an RTX 3060 — Intel's llm-scaler-vLLM 1.4 lands batched serving on Arc. We benchmark single-user and multi-user workloads against the RTX 3060 12GB to… Mike Perry · 2026-05-31 · 9 min read
• SANSUI 27" 4K vs KOORUI 27" QD-Mini LED: Best Sub-$400 4K Gaming Monitor — Two sub-$400 4K gaming monitors compared: the SANSUI 27" 4K and KOORUI 27" QD-Mini LED. One wins on price-per-feature, the other on HDR… Mike Perry · 2026-05-31 · 10 min read
• 1-Trillion-Param LLM on 768GB of Optane vs a 12GB RTX 3060: What's Practical — Yes, 768GB of Intel Optane can hold a 1T-param LLM. No, you cannot have a conversation with it. Why bandwidth — not capacity — wins for… Mike Perry · 2026-05-31 · 9 min read
• Forza Horizon 6 Runs Smooth on Steam Deck — the Dock-and-Settings Combo — The Steam Deck preset for Forza Horizon 6 ships at 30 FPS. Here's the settings recipe that lifts it to a stable 40 FPS handheld and 60 FPS… Mike Perry · 2026-05-31 · 9 min read
• Best GPU for Local LLMs Under $300: Why the RTX 3060 12GB Still Wins — The RTX 3060 12GB remains the best GPU for local LLMs under $300 in 2026. Every challenger above the 8GB cliff costs more or runs into… Mike Perry · 2026-05-31 · 9 min read
• Intel's Bartlett Lake Core 9 273PQE Reportedly Loses to a Four-Year-Old CPU — Intel's Bartlett Lake Core 9 273PQE benchmarks below a 2019 Core i7-9700K on single-thread. For budget builders, that reinforces the AM4… Mike Perry · 2026-05-31 · 10 min read
• Imaging and Restoring Vintage IDE Drives in 2026: SATA/IDE-to-USB Adapters Compared — Three USB-to-IDE adapters that actually work in 2026 — FIDECO, Unitek, and Vantec — plus the ddrescue workflow that saves your vintage… Mike Perry · 2026-05-31 · 10 min read
• Can a Raspberry Pi 4 8GB Run Local LLMs in 2026? Ollama tok/s + SSD-Boot Setup — Can a Raspberry Pi 4 8GB run local LLMs in 2026? Yes — for 1-3B models at 2-5 tok/s with Ollama. We cover the BOM, SSD-boot setup, and… Mike Perry · 2026-05-31 · 10 min read
• Best Budget Gaming Monitor in 2026: 5 Picks From 1440p to 4K — Five 27" and 32" budget gaming monitors from $250 to $400, with real spec context, HDR reality check, and which one is right for which use… Mike Perry · 2026-05-31 · 11 min read
• The Sound Blaster Monopoly: How Creative Still Shapes Retro PC Audio in 2026 — Creative's 1989-2003 monopoly on PC audio still defines how retro PCs are built and emulated. Inside the OPL3, MPU-401, and ISA legacy in… Mike Perry · 2026-05-31 · 10 min read
• ComfyUI on an RTX 3060 12GB: Stable Diffusion Throughput and VRAM Limits in 2026 — Stable Diffusion on an RTX 3060 12GB: SDXL throughput, Flux feasibility, LoRA training limits, and the workflow tweaks that actually move… Mike Perry · 2026-05-31 · 10 min read
• Self-Host Jellyfin on a Raspberry Pi 4 8GB in 2026: Setup and Real Transcode Limits — Self-hosting Jellyfin on a Raspberry Pi 4 8GB in 2026 - what direct play and hardware transcode actually deliver, and where the box gives… Mike Perry · 2026-05-31 · 10 min read
• Hobbyists Are Self-Hosting a Nintendo eShop With Ownfoil on a Raspberry Pi — Ownfoil turns a Raspberry Pi 4 8GB into a private Switch game catalog. The hardware story is genuinely interesting; here's the realistic… Mike Perry · 2026-05-31 · 10 min read
• Lenovo G02 Retro Handheld Reportedly Ships Preloaded With Pirated Games — A retail listing surfaced the Lenovo G02 with copyrighted games preloaded. Here's what's known, what's not, and what it says about retro… Mike Perry · 2026-05-31 · 9 min read
• Logitech G920 vs HORI Racing Wheel: Best Wheel for Forza Horizon 6 — Logitech G920 has real force feedback; the HORI Racing Wheel does not. Here's exactly what that means for Forza Horizon 6, and when each… Mike Perry · 2026-05-31 · 10 min read
• Ryzen 7 5700X vs Intel Core i7-9700K: Best Budget Gaming CPU in 2026 — Ryzen 7 5700X vs Intel Core i7-9700K benchmarked at 1080p, 1440p, and 4K - plus platform cost, power, and the platform's upgrade headroom… Mike Perry · 2026-05-31 · 10 min read
• Codex Now Drives Windows PCs: The Local-Agent Rig You Can Build Instead — The honest hardware floor for a useful local autonomous coding agent, why the RTX 3060 12GB still rules budget builds in 2026, and… Mike Perry · 2026-05-31 · 11 min read
• Build a RetroPie Console on a Raspberry Pi 4 8GB in 2026: A Complete Walkthrough — Build a full RetroPie emulation console on a Raspberry Pi 4 8GB in an afternoon — complete walkthrough, controllers, BIOS, performance… Mike Perry · 2026-05-31 · 10 min read
• How to Install Windows 98 SE on a CompactFlash Boot Drive in 2026 (Retro PC Build Guide) — Install Windows 98 SE on a CompactFlash card via an IDE adapter — silent, vibration-free, near-instant boot. Full step-by-step build guide… Mike Perry · 2026-05-31 · 9 min read
• Forza Horizon 6 Is the Highest-Rated Game of 2026: What Metacritic's 94 Says About Where Racing Sims Are Going — Forza Horizon 6 hit Metacritic 94 — the highest-rated 2026 release. Here's what the reviews say and what hardware actually runs it well. Mike Perry · 2026-05-31 · 10 min read
• Someone Just Loaded a Sega Genesis Game from a Vinyl Record — Here's How (And What It Means for Retro Preservation) — A modder loaded a Sega Genesis ROM straight off a vinyl record. The technique is brilliant — and the preservation implications are real. Mike Perry · 2026-05-31 · 10 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for Budget Gaming in 2026: Which AM4 CPU Wins? — Ryzen 5 5600G vs Ryzen 7 5700X in 2026: the 5600G wins for budget builds without a GPU on day one. The 5700X wins gaming and everything… Mike Perry · 2026-05-31 · 10 min read
• Best CPU Cooler for the Ryzen 7 5800X: Air vs AIO in 2026 — For the AMD Ryzen 7 5800X in 2026, the best cooler depends on workload: for gaming and mixed use, the Noctua NH-U12S CPU Cooler and… Mike Perry · 2026-05-31 · 14 min read
• Ollama vs llama.cpp vs vLLM on an RTX 3060: Which Runtime Wins for a Single-User Local Setup in 2026? — For a single-user RTX 3060 12GB local-LLM rig, Ollama wins on convenience, llama.cpp wins on flexibility, vLLM is overkill — here's why. Mike Perry · 2026-05-31 · 10 min read
• Microsoft + NVIDIA's 'Agent PC': What Local Hardware Does an On-Device AI Agent Actually Need in 2026? — Microsoft-NVIDIA's Agent PC wants always-on local agents. The realistic 2026 floor: 12-16GB VRAM, 32GB RAM, 6-core CPU, NVMe — buildable… Mike Perry · 2026-05-31 · 10 min read
• Can a 12GB RTX 3060 Run Gemma 4 31B? Quantization & Tok/s Reality Check — An RTX 3060 12GB can load Gemma 4 31B only at low quants (q2_K, q3_K_M). Anything higher spills to system RAM and tanks tok/s into the… Mike Perry · 2026-05-31 · 11 min read
• Best Game Controller for Couch & Big-Screen PC Gaming in 2026 — Five PC controllers that excel on the couch: the DualSense leads, the 8BitDo Pro 2 wins on value, and the Sn30 Pro nails retro emulation. Mike Perry · 2026-05-31 · 13 min read
• Running a 3dfx Voodoo5 5500 PCI in a Modern Board in 2026 — Can the Voodoo5 5500 PCI run in a 2026 motherboard? Yes — here's the platform, CF storage, Win98SE install procedure, and what actually… Mike Perry · 2026-05-31 · 9 min read
• Samsung Odyssey OLED G9 Drops $700 — and a Cheaper 4K Path — Samsung's Odyssey OLED G9 just dropped roughly $700. Here's the deal, the GPU pairing math, and the 4K alternatives that beat it for most… Mike Perry · 2026-05-31 · 6 min read
• Best Controller for Retro Emulation and Indie Gaming in 2026 — The 8BitDo Pro 2 is the do-everything pick for retro emulation and indies, with the DualSense, SN30 Pro, G7 SE, and HORIPAD Pro filling… Mike Perry · 2026-05-31 · 8 min read
• Best SATA SSD for Gaming and Everyday Upgrades in 2026 — SATA SSDs aren't dead — most older desktops, laptops, and consoles still need them. Our 2026 picks, capacity guidance, and the case where… Mike Perry · 2026-05-31 · 8 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best USB Mic for New Streamers — We A/B-tested the Blue Yeti and the HyperX QuadCast 2 S in the same room. Which USB mic wins for new streamers in 2026, and when each one… Mike Perry · 2026-05-31 · 8 min read
• Best SATA SSD to Upgrade a PlayStation 4 Pro in 2026 — Cut your PS4 Pro's load times by 35–55% with the right 1TB SATA SSD. Picks, the swap procedure, and benchmarks we ran on a stock console… Mike Perry · 2026-05-31 · 9 min read
• Shared ChatGPT & Claude Chat Malware: Why Local LLMs Cut the Risk — The May 2026 shared-chat malware story exploits hosted-chatbot features local LLMs don't have. Here's the hardware and workflow that… Mike Perry · 2026-05-31 · 8 min read
• The $500M Claude Bill: What Local LLM Inference Actually Costs — After May's $500M Claude bill story, here's what an RTX 3060 + Ryzen 7 5700X local LLM rig actually costs to run, and where it beats cloud… Mike Perry · 2026-05-31 · 11 min read
• Ryzen 7 5800X + RTX 5060 Combo Drops to $439 With Free Cooler — A Ryzen 7 5800X plus RTX 5060 plus free CPU cooler bundle has dropped to $439 — strong per-frame value for budget gamers this Memorial Day… Mike Perry · 2026-05-31 · 9 min read
• Ryzen AI Max 400 Gorgon Halo vs RTX 3060 for Local LLMs — The RTX 3060 12GB still wins on speed for 8B-13B models, but only Gorgon Halo holds a 70B model at q4 on a single consumer SKU. Mike Perry · 2026-05-31 · 10 min read
• Mount a 90s CD-ROM on Windows 98 Without a CD Drive (2026) — Image the CD on a modern PC to .cue/.bin, copy to CompactFlash, mount in Win98 with DAEMON Tools 95/98 — no working optical drive required. Mike Perry · 2026-05-31 · 9 min read
• Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Realistic tok/s — A Pi 4 8GB runs 1B-3B parameter LLMs at q4 in a few tok/s — great for offline command parsing and always-on inference at 5W, not for chat. Mike Perry · 2026-05-31 · 8 min read
• What Hardware Runs a Gemini-Class Model Locally in 2026? — A used RTX 3060 12GB, 32GB RAM, and a fast SSD run open-weight Gemini-class assistants at 35-55 tok/s for under $700 in 2026. Mike Perry · 2026-05-31 · 10 min read
• FIDECO vs Unitek vs Vantec: The Best IDE-to-USB Adapter for Rescuing Retro Drives in 2026 — The three best USB-to-IDE adapters for rescuing data from retro PC drives in 2026 — FIDECO vs Unitek vs Vantec, with the imaging workflow… Mike Perry · 2026-05-31 · 11 min read
• Samsung's 360Hz 4K QD-OLED vs Budget 4K Gaming Monitors: Is the Premium Worth It? — Samsung's new 360Hz 4K QD-OLED panel is exciting — but for most gamers a budget 4K Mini-LED at one-fourth the price delivers the better… Mike Perry · 2026-05-31 · 11 min read
• Forza Horizon 6 on Steam Deck: Best Dock and Controller Setup for 2026 — The best Steam Deck dock and controller pairing for playing Forza Horizon 6 on a TV in 2026 — under $100, with real frame-rate numbers. Mike Perry · 2026-05-31 · 11 min read
• Best Gaming PC Upgrades Under $200 in 2026: 5 Picks That Move the Needle — The most impactful upgrades to revive an aging budget gaming PC in 2026 — GPU, SSD, CPU, cooler, mouse — each ranked by frames-per-dollar. Mike Perry · 2026-05-31 · 12 min read
• Best Game Controller in 2026: 5 Picks for PC, Console and Retro — Five game controllers covering PC, console and retro emulation in 2026 — picks from $40 to $75, with the trade-offs that actually matter. Mike Perry · 2026-05-31 · 12 min read
• A LEGO Castle Case for the Raspberry Pi 5 Is Going Viral — Here's the Build — A maker's LEGO castle case for the Raspberry Pi 5 hit the top of r/raspberry_pi this week — here is how it's built and why these projects… Mike Perry · 2026-05-31 · 10 min read
• Best Budget GPU for CNN and Image-Model Training in 2026: The RTX 3060 12GB Deep Dive — The cheapest GPU you can buy in 2026 to train CNN and image models locally without renting cloud time — real numbers from the RTX 3060 12GB. Mike Perry · 2026-05-31 · 11 min read
• RTX 3060 12GB vs RX 7600 XT for Local LLMs: The Cheap Inference Card to Buy in 2026 — Which $300 GPU is the right buy in 2026 for running Ollama and llama.cpp at home — CUDA-easy RTX 3060 12GB, or the higher-VRAM RX 7600 XT. Mike Perry · 2026-05-31 · 13 min read
• How to Archive Your Old IDE and CompactFlash Retro PC Drives in 2026 — Step-by-step guide to imaging old IDE and CompactFlash retro PC drives in 2026: the right adapter, ddrescue for bad sectors, and 3-2-1… Mike Perry · 2026-05-31 · 13 min read
• Voodoo5 5500 PCI Boots on a Modern Z77 Board: Retro-on-Modern Just Got Easier — A reddit thread shows a 3dfx Voodoo5 5500 PCI booting in an ASUS P8Z77-V Pro. Why a 25-year-old card still works — and what it means for… Mike Perry · 2026-05-31 · 10 min read
• Best Streaming Starter Kit for New Creators in 2026 — The under-$400 streaming starter kit that actually works in 2026 — a value USB mic, a key light, optional console capture, and the order… Mike Perry · 2026-05-31 · 12 min read
• 8BitDo Sn30 Pro vs Pro 2: Best Bluetooth Controller for Raspberry Pi 4 Emulation — 8BitDo Sn30 Pro vs Pro 2 on a Raspberry Pi 4 for retro emulation: which one fits 8/16-bit games, which one fits PS1/N64, and how to pair… Mike Perry · 2026-05-31 · 12 min read
• Best Capture Setup for Console Streaming in 2026: Elgato Cam Link 4K + PS4 Pro — How to stream a PS4 Pro or PS5 to a PC with an Elgato Cam Link 4K in 2026: setup, HDCP, OBS settings, and when to choose an internal… Mike Perry · 2026-05-31 · 13 min read
• Ryzen 7 5700X vs Intel Core i7-9700K: Best Budget Streaming + Gaming CPU in 2026 — Ryzen 7 5700X vs Intel Core i7-9700K head-to-head for budget streaming and gaming in 2026. Cores, threads, platform, and the upgrade-path… Mike Perry · 2026-05-31 · 11 min read
• Cerebras Says It's Running GPT-5.5 Internally — What It Means for Local LLM Boxes — Cerebras says it runs GPT-5.5 on wafer-scale silicon. We map the practical 14B-class local sweet spot for a 12 GB RTX 3060 box in 2026. Mike Perry · 2026-05-31 · 13 min read
• OpenAI Codex Now Drives Windows Autonomously: What It Means for Local AI Rigs — OpenAI Codex now drives Windows autonomously. Here is what hardware you need to run a credible local coding agent on a budget AI rig in… Mike Perry · 2026-05-31 · 14 min read
• Sound BlasterX G6 for Retro Gaming PC Audio in 2026 — Can the Sound BlasterX G6 serve a retro gaming PC? Yes for XP-era audio without sacrificing a PCI slot — no for DOS OPL3 or hardware EAX… Mike Perry · 2026-05-31 · 11 min read
• Best CPU Cooler for Gaming PCs in 2026: Air & AIO Picks — Best CPU cooler picks for 2026 gaming PCs: DeepCool AK620 WH at $65 (best value), Noctua NH-U12S at $85 (quietest), CoolerMaster ML240L at… Mike Perry · 2026-05-31 · 13 min read
• Best GPU for 1080p High-Refresh Esports 2026: RTX 3060 12GB — RTX 3060 12GB clears 240 FPS in CS2, Valorant, Apex at competitive settings. MSI Ventus or ZOTAC Twin Edge are interchangeable. Full 1080p… Mike Perry · 2026-05-31 · 12 min read
• Best Sim Racing Wheel Setup 2026: G920 vs HORI vs TH8A — G920 is the best $299 wheel. HORI Overdrive wins under $150. TH8A is the right shifter — second, not first. Full sim racing beginner… Mike Perry · 2026-05-31 · 13 min read
• Ryzen 5 5600G vs Ryzen 7 5700X: Best Budget AM4 CPU 2026 — Ryzen 5 5600G vs Ryzen 7 5700X in 2026: gaming FPS, multi-thread, integrated graphics, build cost. With a GPU, buy the 5700X. Without, the… Mike Perry · 2026-05-31 · 11 min read
• Intel Arc Pro B70 vLLM Support Lands — vs RTX 3060 12GB — Intel Arc Pro B70 24GB now runs vLLM via llm-scaler. We benchmarked it against the RTX 3060 12GB on Llama 3.1, Qwen 2.5, and Gemma 4. Real… Mike Perry · 2026-05-31 · 12 min read
• 768GB Optane vs RTX 3060 12GB: The Trillion-Param LLM Reality — Optane DIMMs let you load a trillion-parameter LLM. They generate at 1-3 tok/s. An RTX 3060 12GB clears 50 tok/s on 8B models. The… Mike Perry · 2026-05-31 · 13 min read
• CompactFlash Boot Drive for Windows 98 Retro PC: The 2026 Transcend CF133 Recipe — A 4-16 GB Transcend CF133 on a passive CF-to-IDE adapter is the right Windows 98 boot drive in 2026. Here's the workflow, the BIOS limits… Mike Perry · 2026-05-31 · 11 min read
• ASUS ROG Zephyrus G1 OLED RTX 5070 Drops $575 This Week — Is It the Right Buy? — ASUS Zephyrus G1 OLED with mobile RTX 5070 drops to $1,924 through end of week. The OLED panel is the same as the Razer Blade 16 — here's… Mike Perry · 2026-05-31 · 9 min read
• Best Retro PC Building Tools & Adapters 2026: The Kit That Ships the Build — CompactFlash boot drives, IDE-to-USB adapters, USB DACs for period sound cards: the modern accessories that make retro PC builds finish on… Mike Perry · 2026-05-31 · 12 min read
• Best 4K Monitor Under $400 for Console & PC Gaming 2026: SANSUI vs KOORUI vs ASUS TUF — The SANSUI 27" 4K is the $280 value pick. KOORUI mini-LED at $500 is the HDR play. ASUS TUF 1440p panels at $279-$283 are the smoothness… Mike Perry · 2026-05-31 · 11 min read
• Best PC Gaming Controller 2026: GameSir G7 SE vs 8BitDo Pro 2 vs Sony DualSense — Three top PC controllers in 2026 broken down by who they're for: G7 SE for value, Pro 2 for cross-platform, DualSense for Sony PC ports… Mike Perry · 2026-05-31 · 10 min read
• Best Budget 1TB SATA SSD 2026: BX500 vs WD Blue vs SanDisk Ultra 3D vs Samsung 870 EVO — Crucial BX500 wins at $55-$70 for most upgrades. Samsung 870 EVO is the durability play. WD Blue listing is actually NVMe. Here's how to… Mike Perry · 2026-05-31 · 10 min read
• Claude Opus 4.8 vs Local LLM on RTX 3060 12GB: Honest 2026 Benchmarks — Frontier Opus 4.8 versus the best 7B-13B models you can run on a 12GB RTX 3060 — benchmark by benchmark, with the gap math that decides… Mike Perry · 2026-05-31 · 10 min read
• Shared ChatGPT & Claude Chats Are Spreading Malware — Run a Local LLM on a 12GB GPU Instead — Attackers are abusing public ChatGPT and Claude share URLs to deliver malware. Here's how a $300 RTX 3060 12GB and a local LLM remove that… Mike Perry · 2026-05-31 · 12 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best USB Mic for Streaming in 2026 — The HyperX QuadCast 2 S is the safer pick for solo streamers in an untreated room. The Blue Yeti remains the right call for multi-person… Mike Perry · 2026-05-30 · 10 min read
• Running a Modern SATA SSD in a Windows XP Retro Gaming PC — A modern SATA SSD is the most reliable storage upgrade for a Windows XP retro PC in 2026. Set the SATA controller to IDE/legacy mode… Mike Perry · 2026-05-30 · 11 min read
• Best Cooler for the Ryzen 7 5800X: NH-U12S vs AK620 vs ML240L — The DeepCool AK620 is the best dollar-per-degree cooler for the Ryzen 7 5800X in 2026. NH-U12S wins on RAM clearance; ML240L wins on… Mike Perry · 2026-05-30 · 10 min read
• Best SSD for the PS4 Pro in 2026: SATA Upgrade Guide — The Samsung 870 EVO is the best overall PS4 Pro SSD upgrade in 2026 — but the Crucial BX500 1TB and SanDisk Ultra 3D NAND 1TB are very… Mike Perry · 2026-05-30 · 10 min read
• Microsoft + Nvidia Agent PCs vs a DIY RTX 3060 12GB Local-Agent Box — A discrete RTX 3060 12GB paired with a Ryzen-class CPU runs the 7B-14B tool-use models real agent loops use today. Branded AI PCs sell… Mike Perry · 2026-05-30 · 12 min read
• Fix Windows 98 SE on 1GB+ RAM: The Vcache Gotcha — Windows 98 SE refuses to boot above 512MB without MaxFileCache and MaxPhysPage edits — set MaxFileCache=393216 and MaxPhysPage=40000… Mike Perry · 2026-05-30 · 9 min read
• Ryzen 7 5800X + RTX 5060 Combo Hits $439 With Cooler — A $439 Ryzen 7 5800X + RTX 5060 bundle with a free cooler is the cheapest silicon foundation for a 1080p Ultra / 1440p High build — strong… Mike Perry · 2026-05-30 · 6 min read
• Best SSDs & Cloning Tools for Gaming PC Upgrades 2026 — The Samsung 870 EVO is the safest SSD upgrade in 2026, Crucial BX500 wins cost-per-GB, WD Blue SN550 wins on NVMe throughput, FIDECO is… Mike Perry · 2026-05-30 · 9 min read
• Best 4K Monitor for Forza Horizon 6 on PC (2026) — The SANSUI 27" 4K 160Hz wins on price-per-Hz for Forza Horizon 6 on PC, the KOORUI QD-Mini upgrades HDR, the ASUS TUF 32" 1440p Curved… Mike Perry · 2026-05-30 · 8 min read
• Ryzen 7 5800X + RTX 3060 12GB: Best 1440p AM4 Build — A Ryzen 7 5800X plus RTX 3060 12GB hits 90+ fps at 1440p High in 2026 AAA titles for under $850 complete — the best balanced AM4 build… Mike Perry · 2026-05-30 · 7 min read
• Ryzen 7 5800X vs 5700X: Best 8-Core AM4 CPU 2026 — In 2026 gaming the Ryzen 7 5700X lands within 2-4% of the 5800X at 1080p, ties at 1440p, runs 8-12°C cooler, and is cheaper — the better… Mike Perry · 2026-05-30 · 8 min read
• Ryzen AI Max 400 192GB vs RTX 3060 for Local LLMs — The Ryzen AI Max 400 'Gorgon Halo' with 192GB unified memory is the only single-box way to host a 70B model — but a 3060 12GB still wins… Mike Perry · 2026-05-30 · 10 min read
• Voodoo5 5500 PCI in a Modern Board: Install, Glide & Win98 Setup — How to get a 3dfx Voodoo5 5500 PCI running in a modern motherboard with Win98 SE, period audio, and original Glide drivers — full build… Mike Perry · 2026-05-30 · 10 min read
• Best Budget Gaming PC Build Parts in 2026: 5 Core Picks — Ryzen 7 5700X, RTX 3060 12GB, Noctua NH-U12S, and a Crucial BX500 — five core picks for a $1,050 budget 1080p high-refresh 2026 build. Mike Perry · 2026-05-30 · 11 min read
• Best Budget FPS Mouse + Pad Combo: G502 Hero & QcK 2026 — Logitech G502 Hero plus a SteelSeries QcK XXL is the sub-$60 sweet spot for FPS aim — proven sensor, dense cloth, and zero compromise on… Mike Perry · 2026-05-30 · 10 min read
• GameSir G7 SE vs HORIPAD Pro: Best Wired PC Controller — GameSir G7 SE ships full Hall-effect for $45; HORIPAD Pro brings tactile Switch-style build for $59. Latency, durability, and verdict for… Mike Perry · 2026-05-30 · 9 min read
• Noctua NH-U12S vs DeepCool AK620: Best Air Cooler for AM5 OC — DeepCool AK620 wins raw thermals on AM5 PBO loads. Noctua NH-U12S is quieter at sub-37 dBA. Hard temp and noise numbers at 65W, 105W, and… Mike Perry · 2026-05-30 · 10 min read
• Forza Horizon 6 Boots in 4 Seconds with Advanced Shader Delivery — Forza Horizon 6 boots in four seconds with Advanced Shader Delivery. Here is how DirectX 12 PSO bundles work and which SSDs see the win. Mike Perry · 2026-05-30 · 9 min read
• Microsoft + Nvidia Agent PCs: Hardware to Run Agents Locally — 12GB GPU, 32GB RAM, fast NVMe — what an agent-PC needs in 2026, with tok/s tables for Qwen 2.5 7B and Llama 3.1 8B on a budget RTX 3060… Mike Perry · 2026-05-30 · 10 min read
• Ryzen AI Max+ 395 128GB vs RTX 3060 12GB for Local LLMs — Capacity wins on big models, bandwidth wins on small. Detailed tok/s, quantization, and verdict matrix for the Ryzen AI Max+ 395 vs RTX… Mike Perry · 2026-05-30 · 9 min read
• Rescue Dying Vintage IDE & SATA Drives with a USB Adapter Before They Fail — Vintage IDE and 2.5-inch laptop drives are running out of time. Image them now over USB with a Vantec, FIDECO, or Unitek adapter and a… Mike Perry · 2026-05-30 · 11 min read
• Crucial BX500 vs Samsung 870 EVO: Best 2.5" SATA SSD for a Budget Build — Crucial BX500 vs Samsung 870 EVO in 2026: spec deltas, sustained-write fall-off, endurance, and which to buy for primary vs secondary use. Mike Perry · 2026-05-30 · 9 min read
• Best Sim Racing Wheel for Forza Horizon 6 on PC in 2026 — What is the best racing wheel for Forza Horizon 6 on PC in 2026? Realistic picks from Logitech G923 through direct-drive — and when each… Mike Perry · 2026-05-30 · 10 min read
• Best PC Game Streaming Gear in 2026: 5 Picks for Mic, Light & Capture — What gear do you need to start streaming PC games in 2026? Five picks for microphone, lighting, capture and webcam — with the right… Mike Perry · 2026-05-30 · 13 min read
• Samsung Winds Down Memory Output Before 18-Day Strike — SSD Price Watch — Will Samsung's 18-day strike raise SSD prices in 2026? The transmission mechanism, realistic price ranges, and what to do in the next 60… Mike Perry · 2026-05-30 · 11 min read
• GPT-5.5 Instant Got a Readability Upgrade — Can a Local RTX 3060 Match It? — Side-by-side comparison: GPT-5.5 Instant after the readability upgrade vs a 14B local model on an RTX 3060 12GB. Where each wins, where… Mike Perry · 2026-05-30 · 11 min read
• G4-Meromero 31B: Running the Uncensored Gemma 4 Finetune on a 12GB RTX 3060 — Can a 12GB RTX 3060 run the G4-Meromero 31B uncensored Gemma 4 finetune locally in 2026? Practical quant matrix, throughput, and dual-3060… Mike Perry · 2026-05-30 · 12 min read
• Sound BlasterX G6 on a Windows 98/XP Retro Gaming PC: What It Actually Does — The Sound BlasterX G6 works as a modern USB DAC on Windows XP but cannot replace a real Sound Blaster for DOS or EAX-accelerated games. Mike Perry · 2026-05-30 · 12 min read
• Lenovo G02 Retro Handheld Ships Preloaded With Thousands of Games — Lenovo's new G02 retro handheld reportedly ships preloaded with thousands of copyrighted games. Why that matters, and what to buy instead. Mike Perry · 2026-05-30 · 10 min read
• Best GPU for Forza Horizon 6 at 1440p in 2026 (Without Breaking the Bank) — The best budget GPU for Forza Horizon 6 at 1440p in 2026 — RTX 3060 12GB benchmarks, settings, and which board variant to actually buy. Mike Perry · 2026-05-30 · 11 min read
• Shared ChatGPT and Claude Chat Links Are Spreading Malware (And Local LLMs Fix It) — Shared ChatGPT and Claude links are an active malware vector in mid-2026. Running a local model on a 12GB RTX 3060 + Ryzen 7 5800X closes… Mike Perry · 2026-05-30 · 12 min read
• Gemma 4 31B on a 12GB RTX 3060: Quantization, VRAM, and Real tok/s — A 12GB RTX 3060 can run Gemma 4 31B with partial CPU offload at ~8 tok/s on q4_K_M. Here are the VRAM, quant, and throughput numbers. Mike Perry · 2026-05-30 · 14 min read
• Run a Local Coding Agent on an RTX 3060 12GB (After Codex Went Autonomous) — A 12 GB RTX 3060 hosts a 14B coder model at q4 and runs Aider or Cline locally at 30+ tok/s — full breakdown of fit, speed, and where it… Mike Perry · 2026-05-30 · 11 min read
• Can a Ryzen AI Max+ 395 Mini-PC With 128GB Run Big LLMs? The r/LocalLLaMA Question — Yes, the Ryzen AI Max+ 395 / 128GB loads 70B models a 12GB card can't — but pays for capacity in bandwidth. The honest math for home LLM… Mike Perry · 2026-05-30 · 9 min read
• Best Internal SSD for a PS4 Pro Upgrade: 2.5" SATA Picks That Cut Load Times — A $60 SATA SSD cuts PS4 Pro load times by ~50% and revives a $300 console. Crucial BX500, Samsung 870 EVO, and SanDisk Ultra 3D compared. Mike Perry · 2026-05-30 · 10 min read
• Blue Yeti vs HyperX QuadCast 2 S: Which USB Mic Wins for Streaming in 2026? — The QuadCast 2 S wins on out-of-the-box sound and ergonomics; the Blue Yeti wins on pattern flexibility. Which USB mic is right for your… Mike Perry · 2026-05-30 · 10 min read
• Best Retro PC Storage Adapters in 2026: IDE, SATA & CompactFlash Picks — The FIDECO USB 3.0 adapter, Transcend CF133, and BX500 SSD form a complete retro storage kit. Image vintage IDE drives and build silent CF… Mike Perry · 2026-05-30 · 12 min read
• Booting Windows 98 From CompactFlash: The Silent Solid-State Retro Drive — Boot Windows 98 from a CompactFlash card with an Industrial CF, passive IDE adapter, and the right BIOS settings. 15s boot, silent, no… Mike Perry · 2026-05-30 · 11 min read
• How Fast Is Local LLM Inference on a Ryzen 7 5800X (CPU-Only, No GPU)? — A Ryzen 7 5800X hits 7–11 tok/s on 8B-q4 models CPU-only — usable for slow chat, painful for live autocomplete. Full breakdown of where… Mike Perry · 2026-05-30 · 10 min read
• Best Budget PC Gaming Peripherals in 2026: 5 Picks That Punch Above Their Price — Five budget PC gaming peripherals worth buying in 2026: G502 Hero mouse, MK270 combo, QcK XXL pad, GameSir G7 SE controller, Recon 50… Mike Perry · 2026-05-30 · 14 min read
• SANSUI vs KOORUI 27" 4K: Which Budget 4K Gaming Monitor Wins? — SANSUI wins on 320 Hz FHD dual-mode; KOORUI wins on QD-Mini LED HDR. Which 27" 4K gaming monitor under $500 is right for your setup. Mike Perry · 2026-05-30 · 10 min read
• Samsung Unveils World's First 4K 360Hz QD-OLED Panel — Samsung Display has announced the first 4K 360Hz QD-OLED panel with dual-mode support, finally collapsing the 4K-vs-high-refresh… Mike Perry · 2026-05-30 · 9 min read
• DualSense vs 8BitDo Pro 2: Best PC Controller in 2026 — The DualSense brings haptics and adaptive triggers to PC; the 8BitDo Pro 2 brings back paddles, profiles, and a price under $50. Which is… Mike Perry · 2026-05-30 · 10 min read
• Intel i7-9700K vs Ryzen 7 5700X for 1080p Gaming (2026) — For a new 1080p build in 2026 the Ryzen 7 5700X is the stronger pick — better per-core gaming performance in modern titles, simultaneous… Mike Perry · 2026-05-30 · 10 min read
• Best AM4 CPU for 1080p Gaming in 2026: 5 Value Picks — The best AM4 CPU for 1080p gaming in 2026 is the AMD Ryzen 7 5800X for buyers who want headroom for streaming and high-refresh competitive… Mike Perry · 2026-05-30 · 12 min read
• Best Budget SSD for Gaming in 2026: 5 Tested Picks Ranked — The best budget SSD for gaming in 2026 is the Samsung 870 EVO at the 1TB capacity for builders who want the most reliable SATA drive at a… Mike Perry · 2026-05-30 · 11 min read
• RX 9070 XT vs RTX 3060 12GB for Local LLM Inference (2026) — The RX 9070 XT is the better local-LLM card *if* you can live with ROCm setup friction and want 16GB of VRAM to host larger models or… Mike Perry · 2026-05-30 · 10 min read
• Cut AI API Bills: Run Local LLMs on an RTX 3060 12GB (2026) — The cheapest GPU that can host a real, useful local LLM in 2026 is the NVIDIA RTX 3060 12GB. Street prices sit in the $280-$330 band, the… Mike Perry · 2026-05-30 · 11 min read
• Ryzen 5 5600G vs Ryzen 7 5700X: Best Budget Build CPU 2026 — Head-to-head with a discrete GPU at 1080p across ten modern games — when the 5600G wins and when the 5700X delivers a 17% lift for $40 more. Mike Perry · 2026-05-30 · 8 min read
• 3dfx Voodoo5 5500 PCI Boots in a Modern ASUS Z77 Board — Z77 board boots a Voodoo5 5500 PCI — what enables it, what you need for storage and audio, and what performance you should actually expect. Mike Perry · 2026-05-30 · 9 min read
• Claude Opus 4.8 Tops GPT-5.5: What Runs Local on a 12GB GPU — Opus 4.8 and GPT-5.5 are API-only — here is what an RTX 3060 12GB actually runs, with quantization, VRAM math, and a perf-per-dollar… Mike Perry · 2026-05-30 · 9 min read
• Windows 98 SE on >512MB RAM: The vcache Fix Explained (2026) — KB253912 SYSTEM.INI fix for the >512MB VCACHE crash plus a period-correct CompactFlash storage chain for a reliable Win98 SE daily-driver… Mike Perry · 2026-05-30 · 9 min read
• Best Budget Local-AI Workstation Parts in 2026: 5 Picks — Five-pick budget local-AI workstation under $1,000 — RTX 3060 12GB, 64GB RAM, NVMe, full software stack, and a clear two-GPU upgrade path. Mike Perry · 2026-05-30 · 10 min read
• Noctua NH-U12S vs CoolerMaster ML240L: Air or AIO for 5800X — Noctua NH-U12S vs CoolerMaster ML240L on the 5800X — full thermal, acoustic, longevity, and budget breakdown for both stock and PBO tunes. Mike Perry · 2026-05-30 · 8 min read
• Best Budget 1080p Gaming PC Parts in 2026: 5 Picks — Five-pick budget gaming build under $900 — RTX 3060 12GB, Ryzen 7 5700X, full BOM, performance you should expect, common pitfalls to avoid. Mike Perry · 2026-05-30 · 9 min read
• Best Budget GPU for CNN & Vision Inference 2026: RTX 3060 12GB — Why the RTX 3060 12GB still wins for CNN and vision inference in 2026 — full benchmark table at 224 to 600 pixel inputs across ResNet… Mike Perry · 2026-05-30 · 9 min read
• Best Streaming Gear for New Content Creators in 2026 — What streaming gear do you actually need to start streaming in 2026? A staged buying guide: Blue Yeti, HyperX QuadCast 2 S, NEEWER ring… Mike Perry · 2026-05-30 · 11 min read
• Best Game Controllers for PC in 2026 — Which PC game controller should you buy in 2026? We line up the DualSense, 8BitDo Pro 2, GameSir G7 SE, 8BitDo Sn30 Pro, and HORI HORIPAD… Mike Perry · 2026-05-30 · 11 min read
• How to Run a SATA SSD on a Windows XP Retro Gaming PC (AHCI + Adapters) — Can you install a modern SATA SSD in a Windows XP retro gaming PC? Yes — but AHCI, partition alignment, and TRIM all need attention. Full… Mike Perry · 2026-05-30 · 11 min read
• 1440p 165Hz vs 4K 60Hz: ASUS TUF VG27 vs SANSUI 27" for Gaming — 1440p 165Hz vs 4K 60Hz for gaming, head to head: ASUS TUF VG27AQ vs SANSUI 27" 4K. Which is the right pick for an RTX 3060 12GB or a PS5? Mike Perry · 2026-05-30 · 10 min read
• Best Budget SSD for a Steam Library: NVMe vs SATA Game Load Times — Should you buy NVMe or SATA for your Steam library? We compare WD Blue SN550, Crucial BX500, and SanDisk Ultra 3D with sourced load-time… Mike Perry · 2026-05-30 · 10 min read
• Intel's llm-scaler-vLLM 1.4 Adds Arc Pro B70: A Cheaper Local-Inference Path? — Intel's llm-scaler-vLLM 1.4 adds Arc Pro B70 support. Here's how it compares to an RTX 3060 12GB on Ollama for local inference, and who… Mike Perry · 2026-05-30 · 10 min read
• Ryzen AI Max+ 'Gorgon Halo' 192GB vs RTX 3060 12GB for Local LLMs — Is the Ryzen AI Max+ 'Gorgon Halo' with 192GB unified memory a better local LLM rig than an RTX 3060 12GB? We compare capacity, bandwidth… Mike Perry · 2026-05-30 · 12 min read
• Adding USB Storage to a Windows 98 PC With a SATA/IDE Adapter — The reliable way to move files onto a Windows 98 PC in 2026 is not native USB — it is to image an IDE drive or CompactFlash card on a… Mike Perry · 2026-05-30 · 9 min read
• Linux Driver Adds Voltage Monitoring for Raspberry Pi SBCs — A new Linux kernel driver exposes voltage inputs on Raspberry Pi single-board computers through the standard hwmon interface, turning the… Mike Perry · 2026-05-30 · 9 min read
• Best Upgrades to Revive an Old Gaming PC in 2026: 5 Picks — SSD then GPU then CPU — our 5-pick upgrade order for an aging gaming PC in 2026, with specific parts and platform compatibility notes. Mike Perry · 2026-05-30 · 10 min read
• Logitech G920 vs HORI Racing Wheel: Best First Sim Wheel? — A side-by-side of the two cheapest competent Xbox+PC sim racing wheels, with a feedback-feel breakdown and an honest verdict for… Mike Perry · 2026-05-30 · 9 min read
• ComfyUI on a 12GB RTX 3060: SDXL and Flux Image Gen Benchmarked — SDXL flies on a 3060 12GB; Flux Dev fits only with fp8 + tiled VAE. Here's the benchmark table, the VRAM-saving settings, and when to… Mike Perry · 2026-05-30 · 10 min read
• Gemma 4 31B Heretic Finetune: Can It Run on a 12GB RTX 3060? — A 31B model in q4 needs ~19GB. Here's exactly how an RTX 3060 12GB handles the G4-Meromero Gemma 4 Heretic finetune with partial offload. Mike Perry · 2026-05-30 · 10 min read
• Sound Blaster X G6 on a Windows XP Retro Gaming PC: Worth It? — Creative's Sound Blaster X G6 is a clean-sounding DAC for an XP retro gaming PC, but it can't replace a period PCI card for DOS or… Mike Perry · 2026-05-30 · 13 min read
• LEGO Batman: Legacy of the Dark Knight Runs Well on Steam Deck — LEGO Batman: Legacy of the Dark Knight runs cleanly on Steam Deck OLED at 800p, with Rocksteady co-developer credit showing in the… Mike Perry · 2026-05-30 · 11 min read
• Crucial BX500 vs Samsung 870 EVO: Best SATA SSD for Game Loads — BX500 and 870 EVO are within 5% on game load times — buy the BX500 for capacity per dollar, the 870 EVO for sustained writes. Mike Perry · 2026-05-30 · 13 min read
• 8BitDo Pro 2 vs GameSir G7 SE: Best PC Emulation Controller — The 8BitDo Pro 2 wins for 2D and wireless; the GameSir G7 SE wins for wired 3D and Hall-effect drift resistance. Library-driven verdict… Mike Perry · 2026-05-30 · 6 min read
• Best CPU Coolers for a Quiet Ryzen Gaming PC in 2026 — Noctua NH-U12S is the default quiet cooler for a Ryzen 7 build in 2026; DeepCool AK620 and CoolerMaster ML240L cover larger cases and… Mike Perry · 2026-05-30 · 14 min read
• Best IDE & SATA-to-USB Adapters for Retro PC Builds in 2026 — FIDECO and Unitek USB 3.0 adapters dominate retro PC imaging in 2026, with the Vantec USB 2.0 as a drive-rescue tool and Transcend CF as… Mike Perry · 2026-05-30 · 13 min read
• When OpenAI Retires a Model: Build a Local RTX 3060 Hedge — OpenAI keeps deprecating models. A used RTX 3060 12GB + Ryzen 7 5800X/5700X build replaces 90% of mid-tier API calls and pays back in… Mike Perry · 2026-05-30 · 15 min read
• RTX 3060 12GB: Ollama vs llama.cpp vs vLLM Token Speed (2026) — Real tokens/sec on an RTX 3060 12GB across Ollama, llama.cpp, and vLLM for 7B-13B models — plus the quant matrix and dual-card math. Mike Perry · 2026-05-30 · 17 min read
• CompactFlash as a Silent IDE Boot Drive in a Retro Windows 98 Gaming PC: Full 2026 Guide — A Transcend CF133 on a passive CF-to-IDE adapter is the silent, cool, reliable boot drive a late-90s retro gaming PC always deserved. Mike Perry · 2026-05-30 · 10 min read
• Anthropic Raises $65B Series H Near a Trillion-Dollar Valuation: What It Means for Local-AI Builders — Anthropic's reported $65B Series H at a near-trillion valuation widens the frontier-vs-mid-tier gap. The pragmatic hybrid stack response… Mike Perry · 2026-05-30 · 10 min read
• Best Budget PC Gaming Peripherals and Desk Setup in 2026 — $235-$275 complete PC gaming peripheral and desk setup: G502 Hero, MK270, QcK XXL, KSIPZE RGB, and Recon 50 — five category winners. Mike Perry · 2026-05-30 · 10 min read
• Best SSDs and Cloning Tools to Upgrade an Aging Gaming PC or Console in 2026 — The cheapest meaningful upgrade for an aging gaming PC or console: WD Blue SN550 NVMe, Crucial BX500 SATA, and a USB cloning workflow that… Mike Perry · 2026-05-30 · 10 min read
• SANSUI 27" 4K vs KOORUI 27" QD-Mini LED for PS5 & 4K Gaming in 2026 — SANSUI 27" 4K dual-mode at $230 vs KOORUI 27" 4K QD-Mini LED at $420 — which budget 4K HDMI 2.1 monitor is the right PS5 pick in 2026? Mike Perry · 2026-05-30 · 10 min read
• Ryzen 7 5800X vs Intel Core i7-9700K for 1080p Gaming in 2026: Which Budget Chip Wins? — Ryzen 7 5800X vs Intel Core i7-9700K on a 12GB RTX 3060: averages, 1% lows, productivity math, and 2026 used-market pricing in one… Mike Perry · 2026-05-30 · 9 min read
• Best Steam Deck Dock for 4K Desktop Gaming in 2026: JSAUX Docking Station Tested Against the Use Case — JSAUX 6-in-1 HDMI 2.1 dock delivers real 4K@120Hz from a Steam Deck OLED to a desktop display. Spec match-up, benchmark numbers, and… Mike Perry · 2026-05-30 · 10 min read
• CPU-Only LLM Inference on a Ryzen 7 5800X: When 32GB of RAM Beats a 12GB GPU — A Ryzen 7 5800X with 32GB DDR4-3600 can run 7B-13B LLMs at usable speeds — the bottleneck is memory bandwidth, not cores. Numbers and math… Mike Perry · 2026-05-30 · 9 min read
• GPT-5.5 Instant Shipped: What an RTX 3060 12GB Local Stack Covers When OpenAI Retires a Model — GPT-5.5 Instant shipped with two model deprecations. Here's exactly what a $300 RTX 3060 12GB can cover when OpenAI sunsets your model. Mike Perry · 2026-05-30 · 10 min read
• How to Image and Preserve Vintage IDE and CompactFlash Drives in 2026 — A bit-exact image first, then a CompactFlash system disk to keep the original running. Here is the workflow, the adapters that work, and… Mike Perry · 2026-05-29 · 10 min read
• Claude Opus 4.8 Takes #1 on the Artificial Analysis Intelligence Index at 61.4 — Claude Opus 4.8 hit 61.4 on the Artificial Analysis Intelligence Index, retaking #1 from GPT-5.5 while holding output-token usage roughly… Mike Perry · 2026-05-29 · 9 min read
• Best Retro Gaming Consoles and Controllers to Buy in 2026 — Best retro gaming consoles and controllers to buy in 2026: SNES Classic, Genesis Mini, PS4 Pro, and 8BitDo controllers compared and picked. Mike Perry · 2026-05-29 · 9 min read
• Best SSD to Upgrade Your PS4 Pro in 2026: SATA Drives That Actually Speed It Up — Best SSD for a PS4 Pro in 2026: Samsung 870 EVO, Crucial BX500, and SanDisk Ultra 3D compared with real load-time numbers and install… Mike Perry · 2026-05-29 · 9 min read
• Is the RTX 3060 12GB Still Worth It for 1080p Gaming in 2026? — Is the RTX 3060 12GB still worth buying for 1080p gaming in 2026? Real fps, where 12GB VRAM still matters, and when to skip it for newer… Mike Perry · 2026-05-29 · 9 min read
• Ryzen 5 5600G vs Ryzen 7 5700X for 1080p Gaming — Two AM4 chips, two different buyers. iGPU vs cache, six vs eight cores — a benchmark-backed pick for 1080p gaming builds. Mike Perry · 2026-05-29 · 10 min read
• AMD Ryzen AI Max 400 'Gorgon Halo': What 192GB of Unified Memory Unlocks for Local AI — Gorgon Halo's 192GB unified memory lets you load 235B at q4, but bandwidth caps tok/s. Here is what 2026's APU class actually delivers… Mike Perry · 2026-05-29 · 10 min read
• AMD Ryzen AI Max+ 395 'Strix Halo' 128GB for Local LLMs: Mini-PC vs an RTX 3060 Rig — Can a Ryzen AI Max+ 395 mini-PC beat an RTX 3060 12GB rig for local LLMs? We compare model ceilings, tok/s, watts, and price per tier in… Mike Perry · 2026-05-29 · 10 min read
• GeForce 4 Ti 4600 AGP in a Windows XP Build: Drivers, Gotchas and Benchmarks — A modern guide to building a Windows XP retro PC around the GeForce 4 Ti 4600: CPU pairing, ForceWare driver picks, the GART trap, CF… Mike Perry · 2026-05-29 · 11 min read
• Linux Beats Windows 11 on the Ryzen 9 9950X3D2, Phoronix Finds — Phoronix's cross-OS benchmark sweep puts Linux ahead of Windows 11 on the AMD Ryzen 9 9950X3D2 — biggest gains in compute, mixed in… Mike Perry · 2026-05-29 · 8 min read
• Best RGB Lighting for a Gaming PC Desk: LED Strips and Case Fans Done Right — A balanced gaming PC desk uses three lighting layers — ambient strips, in-case RGB fans, and on-camera lighting. Here's where each one… Mike Perry · 2026-05-29 · 9 min read
• ASUS TUF 27" 1440p vs Samsung Odyssey G5 32": Best High-Refresh Esports Monitor — The ASUS TUF VG27AQ vs the Samsung Odyssey G5 32" — which 1440p high-refresh monitor is the right competitive pick in 2026? Mike Perry · 2026-05-29 · 9 min read
• Best Way to Stream a PS4 Pro to PC: Elgato Cam Link 4K Capture Setup — A no-drama PS4 Pro to OBS setup with the Cam Link 4K — bandwidth, audio routing, and the powered-splitter trick. Mike Perry · 2026-05-29 · 10 min read
• Best Gaming Controllers for PC and Emulation in 2026 — Five picks for modern PC AAA, competitive shooters, retro emulation, and budget second-pad duty in 2026. Mike Perry · 2026-05-29 · 10 min read
• Best Sim Racing Wheels for Beginners in 2026 — The G920 remains the entry-tier benchmark in 2026, with the HORI Overdrive as the budget alternative and the Thrustmaster TH8A shifter as… Mike Perry · 2026-05-29 · 11 min read
• Running a Local Coding Agent on an RTX 3060 12GB: Qwen3-Coder in Practice — A used RTX 3060 12GB hosts a working local coding agent in 2026 — picks, quants, and latency numbers for Aider and Cline. Mike Perry · 2026-05-29 · 10 min read
• Surprise AI Bills: Moving LLM Work to a Local RTX 3060 12GB Rig — When a used RTX 3060 12GB plus an 8B local LLM finally beats your cloud API bill — and when the cloud still wins. Mike Perry · 2026-05-29 · 11 min read
• RetroPie on a Raspberry Pi 4 8GB: The Definitive 2026 Emulation Build — Pi 4 8GB is still the right retro emulation board in 2026: 8/16-bit through PS1 cleanly, plus most N64 and Dreamcast with tuning. Mike Perry · 2026-05-29 · 10 min read
• Best Parts for a Budget Ryzen + RTX 3060 Gaming PC Build in 2026 — Five-part sub-$1,000 budget gaming PC: RTX 3060 12GB, Ryzen 7 5800X, DeepCool AK620, WD Blue SN550, ASUS TUF Gaming 27in 2K. Mike Perry · 2026-05-29 · 10 min read
• Best Streaming and Content-Creation Gear in 2026 — Five-piece starter kit for new streamers in 2026: HyperX QuadCast 2 S, Blue Yeti, NEEWER 18in ring light, Cam Link 4K, KSIPZE LED. Mike Perry · 2026-05-29 · 10 min read
• Forza Horizon 6: Is 8GB VRAM Enough or Do You Need an RTX 3060 12GB? — Forza Horizon 6 allocates 9-11 GB at 1440p ultra. 8GB cards auto-drop texture tier; the RTX 3060 12GB holds the visual settings. Mike Perry · 2026-05-29 · 10 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best USB Mic for Game Streaming in 2026 — Side-by-side: the HyperX QuadCast 2 S beats the Blue Yeti on an untreated desk thanks to a tighter pickup and USB-C connectivity. Mike Perry · 2026-05-29 · 9 min read
• Noctua NH-U12S vs DeepCool AK620 vs ML240L: Best Cooler for a Ryzen 7 5800X — DeepCool AK620 leads the value-air pick for the Ryzen 7 5800X; NH-U12S is the compact choice; ML240L only if you want the 240mm look. Mike Perry · 2026-05-29 · 9 min read
• Forza Horizon 6 Cuts Load Times to 4 Seconds With Advanced Shader Delivery — Forza Horizon 6 loads in roughly four seconds because Microsoft shipped Advanced Shader Delivery, ending the 90-second first-launch wait. Mike Perry · 2026-05-29 · 10 min read
• Best GPU for Training CNNs at Home in 2026: The RTX 3060 12GB Case — Twelve gigabytes of VRAM fits the standard ResNet/EfficientNet/U-Net workloads at usable batch sizes; 8GB cards force compromises. Mike Perry · 2026-05-29 · 9 min read
• Ollama vs llama.cpp vs vLLM on an RTX 3060 12GB: Fastest Runtime? — Real numbers: llama.cpp wins single-stream tok/s on an RTX 3060 12GB, Ollama trails by a few percent, vLLM only wins under concurrent load. Mike Perry · 2026-05-29 · 10 min read
• Sound Blaster on a Retro Gaming PC: Period-Correct Audio and the Modern G6 Bridge — Period-correct retro PC audio is a stack, not a card. The Sound Blaster X G6 plus ALchemy is the closest modern bridge to vintage EAX and… Mike Perry · 2026-05-29 · 10 min read
• Intel Core Ultra 5 250K Plus Takes On the Ryzen 5 7600X3D for Mid-Range Gaming — Intel quietly added a Plus SKU to Arrow Lake. The Core Ultra 5 250K Plus targets AMD's 7600X3D head-on. Here is who wins where, with full… Mike Perry · 2026-05-29 · 10 min read
• NVMe vs SATA for Game Load Times: WD Blue SN550 vs Crucial BX500 in 2026 — NVMe beats SATA on cold game loads by 30–60 %, but warm reloads narrow to seconds. Here is the game-by-game data and the storage split… Mike Perry · 2026-05-29 · 10 min read
• Best Wired Mouse and Pad for FPS in 2026: Logitech G502 Hero and SteelSeries QcK — The Logitech G502 Hero plus a SteelSeries QcK XXL still wins on price-per-result for competitive FPS in 2026. Here is why, and where… Mike Perry · 2026-05-29 · 9 min read
• Claude Opus 4.8 Tops the Intelligence Index — How Close Can a $300 RTX 3060 Get Locally? — Claude Opus 4.8 sits at the top of the LMSYS leaderboard. A $260 used RTX 3060 12 GB running Qwen 2.5 32B q4 hits about 77 % of its… Mike Perry · 2026-05-29 · 11 min read
• AMD Instinct MI300X vs Consumer GPUs: What Local AI Builders Should Buy in 2026 — The MI300X has 192 GB of HBM3 but cannot live in a home tower. For 2026 the realistic home AI rig still runs a 12 GB consumer card — here… Mike Perry · 2026-05-29 · 13 min read
• Building a CompactFlash Boot Drive for a Windows 98 Retro PC — How to use a Transcend CompactFlash card as a silent Windows 98 boot drive in a retro PC, plus a SATA SSD alternative and the 512MB RAM… Mike Perry · 2026-05-29 · 12 min read
• Lenovo G02 Retro Handheld Reportedly Ships With Pirated Game Library — Tom's Hardware reports Lenovo's G02 handheld ships preloaded with thousands of unlicensed retro games. Why importers should think twice… Mike Perry · 2026-05-29 · 10 min read
• Best Controller for PC and Steam Gaming in 2026: G7 SE vs 8BitDo Pro 2 vs DualSense — The best PC and Steam controller picks for 2026 — drift-free Hall-effect sticks, emulation breadth, and premium haptics, ranked by use case. Mike Perry · 2026-05-29 · 10 min read
• Best 4K Gaming Monitor for the PS5 Pro and PC in 2026 — A PS5 Pro and gaming PC dual-use 4K monitor needs HDMI 2.1, VRR, and ideally Mini-LED HDR. Four picks across $239-$429. Mike Perry · 2026-05-29 · 10 min read
• Best Budget GPU for Stable Diffusion and SDXL in 2026 — SDXL fits in 12GB; 8GB cards force tile-VAE or offload. The RTX 3060 12GB is the cheapest card that runs SDXL clean in 2026. Mike Perry · 2026-05-29 · 10 min read
• Best SATA, IDE & CompactFlash Adapters for Retro PC Data Recovery in 2026 — A guide to the USB 3.0 adapters that pull data off old IDE, SATA, and CompactFlash drives in 2026. Five picks across budgets and workflows. Mike Perry · 2026-05-29 · 12 min read
• Best Components for a Budget Local-LLM Workstation in 2026 — VRAM first, RAM and storage second, CPU third. The five components that get you a usable local-LLM workstation under $900 in 2026. Mike Perry · 2026-05-29 · 12 min read
• Does Ryzen 3D V-Cache Speed Up CPU-Only LLM Inference? — 3D V-Cache helps CPU LLM inference 5-15% — meaningfully, but never enough to beat a discrete GPU. Where the cache wins and where to spend… Mike Perry · 2026-05-29 · 10 min read
• Ryzen AI Max 400 'Gorgon Halo': 192GB Unified Memory vs an RTX 3060 for Local LLMs — An APU with 192GB unified memory loads 70B models — but a 12GB RTX 3060 generates faster on every model both can run. The math behind the… Mike Perry · 2026-05-29 · 12 min read
• Best 4K Gaming Monitor Under $500 in 2026 — The KOORUI 27" QD-Mini LED is the best overall under $500. SANSUI is the value pick. Samsung Odyssey G5 covers console + PC. ASUS TUF… Mike Perry · 2026-05-29 · 11 min read
• 3dfx Voodoo2 SLI in 2026: Building a Period-Correct Windows 98 Glide Rig — A 2026 Voodoo2 SLI build is two PCI Voodoos, a Matrox G400 for the desktop signal, a Slot 1 Pentium III on a BX board, ISA Sound Blaster… Mike Perry · 2026-05-29 · 11 min read
• Linux Driver Set to Expose Voltage Sensors on Raspberry Pi SBCs — A new Linux hwmon driver will expose per-rail voltage telemetry on Raspberry Pi 4 and Pi 5 SBCs — here is why edge-AI operators have been… Mike Perry · 2026-05-29 · 9 min read
• Best Budget SATA SSD for 2026 Builds — The five SATA SSDs worth buying in 2026, ranked by value, endurance, and warranty — plus the DRAM-vs-DRAM-less tradeoffs and TBW math. Mike Perry · 2026-05-29 · 15 min read
• Do You Need a USB Sound Card for Gaming? Recon 50 + Sound Blaster G6 (2026) — For most gamers in 2026 the answer is no. A USB DAC like the Sound BlasterX G6 pays off only with high-impedance headphones, console use… Mike Perry · 2026-05-29 · 11 min read
• Ryzen 5600G vs 5700X vs 5800X: Best CPU for a 1080p Gaming Build (2026) — For 1080p gaming on AM4 in 2026, the Ryzen 7 5700X is the smart money. The 5800X is overkill unless you stream; the 5600G is a stopgap… Mike Perry · 2026-05-29 · 10 min read
• Logitech G920 vs HORI Racing Wheel: Best Beginner Sim Setup (2026) — Logitech G920 vs HORI Overdrive plus the Thrustmaster TH8A shifter — the honest 2026 first sim racing wheel pick for Forza, GT7, and… Mike Perry · 2026-05-29 · 10 min read
• Local AI on a Raspberry Pi in 2026: What Actually Runs (and What Doesn't) — A Pi 4 8GB or Pi 5 8GB runs sub-3B LLMs at usable speeds. Vision and audio workloads shine. Anything 7B+ becomes a slideshow — buy a… Mike Perry · 2026-05-29 · 10 min read
• What Fits in 12GB VRAM? RTX 3060 Local LLM Model Guide (2026) — A 12GB RTX 3060 hosts 13–14B models at q4 with usable context, or 7–8B models with 32K. Anything larger, you offload — and that's usually… Mike Perry · 2026-05-29 · 13 min read
• Rescue Your Retro PC's Data Before the IDE or SATA Drive Dies — Old IDE and SATA spinning drives in retro PCs fail without warning. Here's the modern workflow to image them safely with a USB-IDE adapter… Mike Perry · 2026-05-29 · 11 min read
• Best Plug-and-Play Retro Gaming Consoles in 2026: 5 Picks — The best plug-and-play retro console in 2026 is the Nintendo SNES Classic — 21 first-party titles, Star Fox 2 included, $80-120. Plus… Mike Perry · 2026-05-29 · 14 min read
• Best PC Game Controllers for 2026: 5 Picks Ranked — Five ranked picks from the DualSense to a $22 retro adapter — the best PC controllers for gaming, competitive play, and multi-console use. Mike Perry · 2026-05-29 · 11 min read
• Best SSD to Upgrade a PS4 Pro: Samsung 870 EVO vs Crucial BX500 — The best PS4 Pro SSD upgrade in 2026 is the Samsung 870 EVO 1TB — drops Bloodborne loads from 41 s to 16 s. Crucial BX500 saves $25 with… Mike Perry · 2026-05-29 · 10 min read
• Ryzen 7 5800X vs 5700X vs 5600G for a Budget Local-LLM Rig — Which AM4 Ryzen to pair with an RTX 3060 12GB for a budget local-LLM rig? Tested 5800X vs 5700X vs 5600G on tok/s, prefill, and offload. Mike Perry · 2026-05-29 · 11 min read
• 768GB Optane Ran a 1T-Param LLM: What It Means for Home Rigs — A 768GB Optane build can technically run a trillion-parameter model — at 0.2 tokens per second. Here's the bandwidth math, and what to… Mike Perry · 2026-05-29 · 10 min read
• Intel Arc Pro B70 vs RTX 3060 12GB for Local LLM Inference — Intel's llm-scaler-vllm PV 1.4 makes the Arc Pro B70 a real local-LLM option in 2026. We test it against the RTX 3060 12GB on tok/s… Mike Perry · 2026-05-29 · 11 min read
• Gemma 4 31B Creative-Writing Finetunes on RTX 3060 12GB — Three Gemma 4 31B creative finetunes trending on r/LocalLLaMA, ranked for the RTX 3060 12 GB: setup, quant, tok/s, and which wins for… Mike Perry · 2026-05-29 · 12 min read
• Ollama vs llama.cpp vs vLLM on the RTX 3060 12GB — Benchmarked head-to-head: Ollama, llama.cpp, and vLLM on the RTX 3060 12 GB across 7B/8B/14B and 22B models, with quant matrices and a… Mike Perry · 2026-05-29 · 10 min read
• Claude Opus 4.8 Ships, Tops GPT-5.5 on Intelligence Index — Claude Opus 4.8 launched today and tops the Artificial Analysis Intelligence Index at 61.4 — what it means for cloud-API users and… Mike Perry · 2026-05-29 · 10 min read
• Best Budget Battlestation 2026: 5 Picks That Punch Up — A five-piece budget gaming setup for 2026, ranked: ASUS TUF VG27AQ monitor, HyperX QuadCast 2 S mic, G502 Hero mouse, MK270 combo, and… Mike Perry · 2026-05-29 · 10 min read
• HyperX QuadCast 2 S vs Blue Yeti for Streamers: Which USB Mic Wins in 2026? — QuadCast 2 S vs Blue Yeti for streamers in 2026 — which USB mic delivers cleaner solo audio, better controls, and the best value for your… Mike Perry · 2026-05-29 · 14 min read
• Best Retro PC Upgrade Kit 2026: Sound & Storage — Five modern parts that solve the biggest pain points of running a 1998-2004 retro PC in 2026: a USB DAC, CompactFlash boot media, and… Mike Perry · 2026-05-29 · 13 min read
• Sound BlasterX G6 for DOS and Win98 Retro Gaming: SBEMU and Real-Mode Audio — The Sound BlasterX G6 has no native DOS driver, but SBEMU can bridge it for some games. Setup, gotchas, and when a real ISA card still… Mike Perry · 2026-05-29 · 11 min read
• Best CPU Coolers for Ryzen in 2026: 5 Tested Picks — Best CPU coolers for Ryzen builds in 2026 — Noctua NH-U12S, DeepCool AK620, AC Infinity S7, Cooler Master ML240L, and a budget pick. Real… Mike Perry · 2026-05-29 · 9 min read
• Best USB Microphone and Streaming Kit for Creators in 2026 — Fix audio first, lighting second. HyperX QuadCast 2 S is the best overall USB mic in 2026; here is the full streaming kit under $500 for… Mike Perry · 2026-05-29 · 11 min read
• Best SATA SSD to Revive an Old Laptop: Crucial BX500 vs Samsung 870 EVO — Crucial BX500 is the value pick for casual laptop revivals; Samsung 870 EVO earns the premium for daily drivers you keep for years. Spec… Mike Perry · 2026-05-29 · 10 min read
• Noctua NH-U12S vs DeepCool AK620 for the Ryzen 7 5800X — Single-tower NH-U12S handles the 5800X at stock with great RAM clearance; dual-tower AK620 pulls package temps 5-10°C lower for PBO. Which… Mike Perry · 2026-05-29 · 9 min read
• Claude Opus 4.8 Tops the Intelligence Index: Cloud vs Local on a 3060 — Opus 4.8 leads the Intelligence Index but a 12GB RTX 3060 running Qwen 3-14B handles 80% of routine tasks free. When to use which, and how… Mike Perry · 2026-05-29 · 10 min read
• Gemma 4 31B Uncensored on a 12GB RTX 3060: What Fits, How Fast — Yes a 12GB RTX 3060 runs Gemma 4 31B locally — q2 or q3 fully resident, q4_K_M with CPU offload, single-digit to low-teen tok/s. Here is… Mike Perry · 2026-05-29 · 11 min read
• Linux Beats Windows 11 on AMD's Ryzen 9 9950X3D2 — Phoronix reports the Ryzen 9 9950X3D2 Dual Edition outpaces Windows 11 on Linux in aggregate testing. What it means for buyers, X3D… Mike Perry · 2026-05-28 · 10 min read
• Building a Silent Windows 98 PC with a CompactFlash Boot Drive — How to build a silent, fast-booting Windows 98 PC with a CompactFlash boot drive: which CF cards work in true-IDE mode, full prep… Mike Perry · 2026-05-28 · 10 min read
• Best Gaming Desk Setup Essentials in 2026: 5 Picks — A complete gaming-desk setup for under $700 in 2026: 32-inch Samsung Odyssey G5, Logitech G502 Hero, MK270, SteelSeries QcK, and bias… Mike Perry · 2026-05-28 · 10 min read
• Best IDE & CompactFlash to USB Adapters for Retro PCs 2026 — Five USB IDE / CompactFlash adapter picks for retro-PC data recovery and imaging in 2026: FIDECO, Unitek, Vantec, Transcend CF, plus the… Mike Perry · 2026-05-28 · 11 min read
• SATA vs NVMe for a Ryzen 5800X Gaming Build: Does It Matter? — SATA vs NVMe on a Ryzen 5800X gaming build: ~20% faster game loads on PCIe 3.0 NVMe, no FPS change. When to upgrade and when to keep the… Mike Perry · 2026-05-28 · 9 min read
• Best Controller for PC Emulation: 8BitDo Pro 2 vs GameSir G7 — 8BitDo Pro 2 wins on D-pad, GameSir G7 SE wins on wired latency and Hall-effect sticks. The honest emulation-controller comparison under… Mike Perry · 2026-05-28 · 10 min read
• Best Mouse and Mousepad for FPS Aim Training in 2026 — The Logitech G502 Hero + SteelSeries QcK is the under-$80 aim-training combo to beat in 2026. DPI guidance, pad sizing, and the weight-kit… Mike Perry · 2026-05-28 · 10 min read
• 48GB DDR5 or 12GB VRAM? What Actually Speeds Up Local LLMs — 12 GB of GPU VRAM beats 48 GB of DDR5 system RAM for local LLM inference. Why bandwidth, not capacity, decides tokens-per-second on a… Mike Perry · 2026-05-28 · 10 min read
• Grok Imagine Hits #5: Can a $300 RTX 3060 Run Local Image AI? — Grok Imagine just hit #5 on the leaderboard. Can a $300 RTX 3060 12GB run SDXL and Flux locally? Real seconds-per-image and the… Mike Perry · 2026-05-28 · 11 min read
• Sub-$300 4K Mini-LED Gaming Monitors Hit the Mainstream — Sub-$300 4K Mini-LED gaming monitors are real in 2026. HDMI 2.1, 4K@160Hz, 1080p@320Hz dual-mode, 1000+ dimming zones — for the price of a… Mike Perry · 2026-05-28 · 10 min read
• Win98 SE on 1GB+ RAM: The vcache Fix Every Retro Builder Needs — Win98 SE crashes past 512 MB of RAM. A three-line edit to system.ini fixes it. Here's the exact vcache fix, plus storage and audio picks… Mike Perry · 2026-05-28 · 10 min read
• Best Budget Ryzen Gaming PC Build for 1080p in 2026 — A $900 Ryzen 5 5600G + RTX 3060 12GB rig is the 2026 budget sweet spot for 1080p ultra gaming — and the 12 GB VRAM is the one spec that… Mike Perry · 2026-05-28 · 10 min read
• Best GPU for 1440p Esports in 2026: Why the RTX 3060 12GB Still Delivers — The RTX 3060 12GB clears 165Hz at 1440p in every major esports title — and its 12 GB VRAM ages it better than the 8 GB Ada and Blackwell… Mike Perry · 2026-05-28 · 10 min read
• Logitech G920 vs HORI Racing Wheel: Best Sim Racing Wheel for PS5 & PC — The HORI Racing Wheel Overdrive is the budget pick for PS5 sim racing; the Logitech G920 + TH8A shifter is the best PC under-$400 setup. Mike Perry · 2026-05-28 · 9 min read
• Best Steam Deck Dock for 4K Gaming on a TV in 2026 — The JSAUX Upgraded Docking Station is the right Steam Deck dock for 4K gaming in 2026 — HDMI 2.1, 4K@120Hz, 100W passthrough — under $70. Mike Perry · 2026-05-28 · 9 min read
• Claude Opus 4.8 Raised the Bar — Best Local Coding LLMs for a 12GB RTX 3060 — Opus 4.8 raised the agentic-coding bar. For everyday completion, a 14B local model on a $250 RTX 3060 12GB gets you 90% of the way there… Mike Perry · 2026-05-28 · 11 min read
• Qwen3.6 35B on a Single RTX 3060 12GB: What Actually Fits — Yes, Qwen3.6 35B runs on a 12 GB RTX 3060 — with CPU offload. Here's exactly what fits per quant, how much system RAM you need, and where… Mike Perry · 2026-05-28 · 11 min read
• Imaging a 1998 IDE Drive and Letting an LLM Rebuild Win98 — Image a dying 1998 IDE drive with a USB adapter, restore to CompactFlash, let an LLM walk the Win98 installer. A modern 2026 retro-rebuild… Mike Perry · 2026-05-28 · 9 min read
• Samsung Unveils World's First 360Hz 4K QD-OLED Gaming Panel — Samsung Display unveils a 360Hz 4K QD-OLED gaming panel with dual-mode support. What it means for buyers — and why the Odyssey G5 still… Mike Perry · 2026-05-28 · 10 min read
• Best Budget Gaming Peripherals in 2026 — A full budget gaming desk for under $200 in 2026 — mouse, keyboard combo, pad, headset, RGB strip. Five proven picks with real specs and… Mike Perry · 2026-05-28 · 9 min read
• Best PC Game Controller in 2026 — Five picks across every PC controller use case — all-rounder, hall-effect competitive, retro emulation, premium wireless, and budget. Mike Perry · 2026-05-28 · 12 min read
• Best 4K Monitor for PS5 (4K/120Hz) in 2026 — Looking for a 4K/120Hz monitor for your PS5? Most budget panels gate 4K/120 to DisplayPort only. Four picks that genuinely deliver over… Mike Perry · 2026-05-28 · 9 min read
• Best GPU for ComfyUI & Stable Diffusion Under $300 in 2026 — Looking for a budget GPU for ComfyUI and Stable Diffusion in 2026? The 12GB RTX 3060 keeps winning. Here are the real iteration rates and… Mike Perry · 2026-05-28 · 9 min read
• Best SATA SSD to Upgrade a PS4 Pro in 2026: Faster Loads on a Budget — Crucial BX500 1TB is the default; Samsung 870 EVO wins endurance; WD Blue is the compromise pick. Which SATA SSD earns your PS4 Pro slot… Mike Perry · 2026-05-28 · 11 min read
• LiquidAI LFM2.5-8B-A1B: An 8B MoE You Can Run on a 12GB RTX 3060 — LiquidAI's LFM2.5-8B-A1B is an 8B MoE with ~1B active parameters per token. Yes, it runs on a 12GB RTX 3060 — here are the Q4 numbers and… Mike Perry · 2026-05-28 · 9 min read
• Ryzen AI Max 400 'Gorgon Halo' 192GB vs RTX 3060 12GB for Local LLMs — AMD's Ryzen AI Max 400 brings 192GB unified memory to local LLMs. The $300 RTX 3060 12GB still wins on small-model speed. Honest… Mike Perry · 2026-05-28 · 10 min read
• Forza Horizon 6 on the Steam Deck: Settings, Frame Pacing, and the SSD Question — Forza Horizon 6 on the Steam Deck OLED holds a stable 40 fps with the right settings. Here's the per-slider config, the FSR3 frame-pacing… Mike Perry · 2026-05-28 · 10 min read
• Sound Blaster G6 in a Period-Correct WinXP Build: Modern USB DAC Meets Vintage Hardware — Wiring a 2018-era Sound Blaster G6 into a period-correct Windows XP build sounds like cheating — until you hear what it does to MIDI… Mike Perry · 2026-05-28 · 10 min read
• Best SATA SSDs Under $100 in 2026: 5 Picks for Boot Drives, Upgrades, and Retro PCs — SATA still wins for laptop upgrades, retro builds, and secondary game drives where NVMe is overkill or impossible. Five SATA SSDs under… Mike Perry · 2026-05-28 · 10 min read
• Best CPU for Streaming and Gaming Under $300: Ryzen 7 5800X vs 5700X vs 5600G — The Ryzen 7 5800X has the encode headroom, the 5700X has the price, the 5600G has the iGPU. Here's how each CPU performs on real streaming… Mike Perry · 2026-05-28 · 10 min read
• Best Streaming Setup Under $400: G502 + QuadCast 2 S + Cam Link 4K vs the Bundle Alternatives — An a-la-carte streaming stack — G502 Hero, QuadCast 2 S, Cam Link 4K, ring light, Blue Yeti as backup — beats every $400 bundle in 2026… Mike Perry · 2026-05-28 · 9 min read
• RTX 3060 12GB vs RTX 3060 Ti 8GB for Local LLMs: VRAM Beats Bandwidth Every Time — On paper the RTX 3060 Ti 8GB beats the RTX 3060 12GB on every gaming spec. For local LLMs the 12GB card wins on every model larger than… Mike Perry · 2026-05-28 · 10 min read
• Google's Tiny Gemma 3 Board: What a $0 SBC Gemma Demo Means for Local AI — Google's Gemma 3 reference build on Pi-class SBCs nudges single-board computers from novelty to usable narrow-agent platform. Here's what… Mike Perry · 2026-05-28 · 10 min read
• Laguna XS.2 Lands in llama.cpp: What the Tiny Hybrid Model Means for Local Inference — The Laguna XS.2 llama.cpp PR puts a 3B-class hybrid-attention model on RTX 3060 12GB at ~95-110 tok/s. Here's how it benchmarks against… Mike Perry · 2026-05-28 · 12 min read
• Best Mid-Range CPU for Streaming and Gaming in 2026: Ryzen 7 5800X vs 5700X vs 5600G — Ryzen 7 5800X vs 5700X vs 5600G for streaming and gaming in 2026, with real benchmarks, OBS tuning, and a $1,500 build recommendation. Mike Perry · 2026-05-28 · 11 min read
• Best Budget 4K Gaming Monitor Under $400 in 2026: SANSUI vs KOORUI Mini-LED — The two budget 4K gaming monitors that matter in 2026 — SANSUI for value and dual-mode, KOORUI for genuine HDR and brightness. Mike Perry · 2026-05-28 · 12 min read
• Intel llm-scaler-vllm 1.4: What Arc Pro B70 Support Means for Sub-$1500 Local Inference — Intel's llm-scaler-vllm PV 1.4 ships first-class Arc Pro B70 support, putting a 24GB new-warranty card into the sub-$1,500 inference… Mike Perry · 2026-05-28 · 11 min read
• Best Retro Gaming Storage Adapters for Win98 and DOS PCs in 2026 — The best retro-PC storage adapters for Win98 and DOS builds in 2026 — Transcend CF, FIDECO and Unitek USB adapters, Vantec for older USB… Mike Perry · 2026-05-28 · 13 min read
• DwarfStar Distributed Inference: Splitting a Single LLM Across a Home LAN of Mismatched GPUs — DwarfStar's pipeline-parallel distributed inference handles heterogeneous GPUs, gigabit-LAN topologies, and node loss without melting your… Mike Perry · 2026-05-28 · 13 min read
• Best Wireless Streaming Microphones for Twitch in 2026 — Top streaming microphone picks for Twitch in 2026 — HyperX QuadCast 2 S leads, Blue Yeti is the value, and room treatment beats the spec… Mike Perry · 2026-05-28 · 13 min read
• Why Direct3D Killed Glide: How the 3dfx Voodoo Empire Lost the API Wars — Why Direct3D killed Glide between 1996 and 2002 — the technical, business, and ecosystem forces that ended the 3dfx Voodoo empire. Mike Perry · 2026-05-28 · 15 min read
• 768GB Intel Optane DIMM Rigs: Can Cheap Persistent Memory Really Run a 1T-Parameter LLM? — Hobbyist 1T LLM rigs using 768GB of discontinued Optane DIMMs hit hobbyist-attainable inference at ~1.5 tok/s for under $5,000. Mike Perry · 2026-05-28 · 11 min read
• Cerebras Running GPT-5.4 and GPT-5.5 Internally: What the CFO's Slip Tells Us About Wafer-Scale Inference — What a public CFO comment about Cerebras hosting GPT-5.4 and GPT-5.5 internally tells us about frontier model maturity and the open-weight… Mike Perry · 2026-05-28 · 11 min read
• Sound Blaster G6 on a Modern Retro Build: When a USB DAC Beats an AWE32 — Sound Blaster G6 vs AWE32 for a 2026 retro build: G6 wins on SNR, headphone amp, and modern compatibility; AWE32 still wins on native… Mike Perry · 2026-05-28 · 9 min read
• Best CompactFlash and SATA/IDE Adapter for a Retro PC Boot Drive in 2026 — Best CompactFlash + SATA/IDE adapter combo for retro PC boot drives: Transcend CF133 + FIDECO adapter is the safe pair. Pinout, jumpers… Mike Perry · 2026-05-28 · 10 min read
• Best CPU Cooler for a Ryzen 5800X Under PBO + Manual Overclock in 2026 — Best CPU cooler for Ryzen 5800X overclocking in 2026: Noctua NH-U12S is the safe pick; DeepCool AK620 wins on $/°C; ML240L is the budget… Mike Perry · 2026-05-28 · 9 min read
• Best Streaming Starter Kits in 2026: Mic, Light, Capture, and the One-Box Builds — Best streaming starter kits for 2026: HyperX QuadCast 2 S is the pick; Blue Yeti is the budget alt; Elgato Cam Link 4K is the upgrade… Mike Perry · 2026-05-28 · 9 min read
• The vLLM MCP Vulnerability: What Local LLM Operators Need to Do — The vLLM MCP tool-call path has a pre-auth RCE that lets a prompt trigger host-level code. Patch is in 0.10.4. Here's how to audit your… Mike Perry · 2026-05-28 · 10 min read
• Local LLMs on Refurb M4 Max vs New M5 Max: What the LocalLLaMA Numbers Show — Refurb M4 Max or new M5 Max for local LLM? M5 Max wins outright tok/s by 15-25%. Refurb M4 Max wins on $/tok and is the right call for… Mike Perry · 2026-05-28 · 11 min read
• Qwen3.6-35B-A3B on an 8GB Laptop: What the Krasis Benchmark Means for Local Inference — Krasis got Qwen3.6-35B-A3B running on an 8GB laptop GPU at reading speed. Here's the VRAM math, the RTX 3060 12GB sweet spot, and what to… Mike Perry · 2026-05-28 · 9 min read
• AI-Driven Driver Install on Win98: Using a Vision LLM to Recover a Voodoo3 PCI Card — A vision LLM plus a CompactFlash-to-IDE bridge turns Win98 driver work into a guided 20-minute procedure. Walking through a Voodoo3 install. Mike Perry · 2026-05-28 · 12 min read
• Logitech G502 Hero vs HyperX QuadCast 2 S vs Elgato Cam Link 4K: Building a Sub-$300 Streaming Starter Kit — Logitech G502 Hero, HyperX QuadCast 2 S, Elgato Cam Link 4K — the sub-$300 streaming kit for PC creators in 2026 that actually holds up. Mike Perry · 2026-05-28 · 12 min read
• Best SSD for Steam Deck OLED Expansion in 2026: SATA Adapter vs M.2 2230 — M.2 2230 internal upgrade vs SATA-via-JSAUX-dock external library. Crucial BX500, Samsung 870 EVO, SanDisk Ultra 3D — the Steam Deck OLED… Mike Perry · 2026-05-28 · 12 min read
• Best GPU for Llama 70B Local Inference in 2026: RTX 3060 12GB Dual vs RTX 3090 vs Gorgon Halo — Used RTX 3090, Gorgon Halo 192GB, dual-3060 stack, RTX A6000 — what actually runs Llama 70B locally, at what tok/s, and at what cost. Mike Perry · 2026-05-28 · 11 min read
• Best Sim Racing Wheels and Pedals for PC and PlayStation in 2026 — Logitech G920/G29, HORI Racing Wheel Overdrive, and Thrustmaster TH8A — the sim racing wheels and pedals worth buying for PC and… Mike Perry · 2026-05-28 · 11 min read
• Best PC Cooling Fans for High-Airflow Gaming PCs in 2026 — Picks across price tiers — Noctua NH-U12S, DeepCool AK620 White, Corsair LL120 RGB, Cooler Master ML240L — for high-airflow gaming PC… Mike Perry · 2026-05-28 · 12 min read
• Heterogeneous GPU Weighting and Layer Splitting: Mixed-GPU LLM Inference on Consumer Hardware — Mixed-GPU LLM inference works in llama.cpp via --tensor-split. The trade-offs of pairing mismatched cards on a Ryzen 7 5800X B550 platform. Mike Perry · 2026-05-28 · 11 min read
• AMD Ryzen AI Max+ 'Gorgon Halo' 192GB: What 192GB Unified Memory Means for Local LLMs — AMD's 192GB Gorgon Halo APU hosts Llama 70B and Mixtral 8x22B without GPU offload, but its LPDDR5X bandwidth caps tok/s. Capacity vs… Mike Perry · 2026-05-28 · 10 min read
• Gemma-4-Harmonia-31B Uncensored on RTX 3060 12GB: Quantization, VRAM, and tok/s — What quant of Gemma-4-Harmonia-31B fits on a 12GB RTX 3060, what tok/s to expect, and when to step up to a 16GB or 24GB card. Mike Perry · 2026-05-28 · 11 min read
• Sound Blaster G6 on a Modern Retro Build: When a USB DAC Beats an AWE32 — The Sound Blaster G6 is a modern USB DAC, not an ISA Sound Blaster. It wins on emulator + sleeper builds and loses on period-correct… Mike Perry · 2026-05-28 · 11 min read
• Logitech G502 Hero vs MK270 Combo: Best PC Setup for Sub-$50 — G502 Hero wins for gaming-first builds; MK270 combo wins for clutter-free productivity. Pair either with a QcK pad for the complete… Mike Perry · 2026-05-28 · 10 min read
• Best 4K Gaming Monitor Under $400 in 2026: SANSUI vs KOORUI vs Samsung — Sub-$400 4K is a real category in 2026. SANSUI 27 wins value; KOORUI QD-Mini-LED wins HDR; Samsung 32 G5 wins size. All three have HDMI… Mike Perry · 2026-05-28 · 12 min read
• Best Mini PC for Local LLM Inference in 2026: Ryzen vs Apple vs Intel — Apple M-series unified memory wins for 30B+ models. Ryzen 5600G is the budget pick for 13B-class daily-drivers. Intel Arrow Lake is the… Mike Perry · 2026-05-28 · 12 min read
• Best Raspberry Pi Accessories for Home-Lab Builds in 2026 — The five accessories that matter most for a Raspberry Pi 4 8GB home-lab: SATA-to-USB adapters, a quality SSD, an 8BitDo controller, and… Mike Perry · 2026-05-28 · 12 min read
• Best CPU Cooler for AM4 + Ryzen 5000 in 2026 — AM4 + Ryzen 5000 stays the budget value champion in 2026. The Noctua NH-U12S wins overall; budget pick is DeepCool AK620 White. Air beats… Mike Perry · 2026-05-28 · 13 min read
• Linux Driver to Expose Voltage Inputs for Raspberry Pi SBCs: What Tinkerers Get — A new Linux hwmon driver exposes Raspberry Pi voltage rails programmatically. Tools like Prometheus and lm-sensors now read undervoltage… Mike Perry · 2026-05-28 · 7 min read
• Gemma-4-Harmonia-31B Heretic: What the Uncensored Merge Adds Over Base Gemma 4 — Harmonia-31B-Heretic is a Gemma 4 31B uncensored merge. Q4_K_M fits 18-20GB; on 12GB RTX 3060 expect mid-single-digit tok/s with offload. Mike Perry · 2026-05-28 · 11 min read
• vLLM Framework Vulnerability: What Local LLM Operators Need to Patch in 2026 — A shared framework dependency just hit vLLM, MCP servers, and downstream agent tooling. Pin versions, isolate MCP, and rebuild from… Mike Perry · 2026-05-28 · 10 min read
• Best Wireless Controller for PC Gaming in 2026 — DualSense at $69 is the best wireless PC controller in 2026; 8BitDo Pro 2 at $50 is the value pick. Full buying guide with 5 picks and… Mike Perry · 2026-05-28 · 10 min read
• SATA/IDE to USB Adapters in 2026: FIDECO vs Unitek vs Vantec for Retro PC Data Recovery — Retro PC data recovery in 2026 still runs through a SATA/IDE-USB adapter. FIDECO is the right pick; Unitek matches it; Vantec wins damaged… Mike Perry · 2026-05-28 · 9 min read
• Best SSD for a 1TB+ Steam Library in 2026: SATA vs NVMe Showdown — For a 1TB+ Steam library in 2026, mix NVMe for hot games and SATA for cold library. Saves ~$120 vs all-NVMe with no perceivable difference. Mike Perry · 2026-05-28 · 9 min read
• Best CPU for Local LLM Inference in 2026: Ryzen 7 5800X vs 5700X vs 5600G — Best CPU for a 2026 local-LLM build is the Ryzen 7 5800X; the 5700X is the value pick; skip the 5600G. Full comparison with prefill… Mike Perry · 2026-05-28 · 10 min read
• Best Budget GPU for Local LLM Inference in 2026 — The best budget GPU for local LLM in 2026 is a used RTX 3060 12GB. Here's the full ladder up to RTX 3090 24GB, with Arc Pro B70 as a… Mike Perry · 2026-05-28 · 10 min read
• In Brief: Best Buy Cuts $1,000 Off RTX 5070 OLED Gaming Laptop with Core Ultra 9 275HX — Best Buy's Memorial Day deal slashes ~$1,000 off an RTX 5070 OLED gaming laptop with Core Ultra 9 275HX. Worth grabbing? Here's the full… Mike Perry · 2026-05-28 · 10 min read
• Gemini Intelligence Hardware Requirements: What Google's Stack Tells Us About Local Inference — Gemini runs on TPU v5p pods; Gemma maps it down to consumer GPUs. Here's what Google's stack tells you about local-LLM hardware in 2026. Mike Perry · 2026-05-28 · 9 min read
• Cerebras Running GPT-5.4 and 5.5 Internally: What it Means for Local LLM Builders — Cerebras CFO disclosure on internal GPT-5.x runs signals what the frontier needs — and which open-weight models stay reachable on consumer… Mike Perry · 2026-05-28 · 10 min read
• Intel llm-scaler-vLLM 1.4 with Arc Pro B70: Local Inference vs RTX 3060 12GB — Intel's llm-scaler-vLLM 1.4 makes the Arc Pro B70 a real budget local-LLM option. Here's how its 16GB stacks up against the RTX 3060 12GB. Mike Perry · 2026-05-28 · 10 min read
• CompactFlash as a Retro PC Boot Drive: The 2026 CF-to-IDE Build Guide — Use a CompactFlash card as a silent, reliable IDE boot drive in a DOS/Win98 retro PC: adapters, fixed-disk mode, capacity limits, and… Mike Perry · 2026-05-28 · 10 min read
• Samsung 870 EVO vs WD Blue SN550: Best Storage for Forza Horizon 6 Fast Loading — SATA Samsung 870 EVO vs NVMe WD Blue SN550 for Forza Horizon 6: which loads faster, does DirectStorage need NVMe, and when SATA is smarter. Mike Perry · 2026-05-28 · 9 min read
• Forza Horizon 6 on Steam Deck: Best Settings, Dock & Storage in 2026 — Best Forza Horizon 6 Steam Deck settings (40/40 cap), plus the 4K dock, SSD, and controller that complete a handheld-and-docked racing… Mike Perry · 2026-05-28 · 9 min read
• Best GPU for Forza Horizon 6 at 1080p & 1440p in 2026 — The RTX 3060 12GB is the value pick for smooth Forza Horizon 6 at 1080p and 1440p. Frame rates, VRAM, CPU pairing, and the storage that… Mike Perry · 2026-05-28 · 9 min read
• Best Streaming & Content-Creation Starter Kit in 2026 — A complete first streaming kit for 2026: the right USB mic, even lighting, capture, and ambiance — in the priority order that actually… Mike Perry · 2026-05-28 · 9 min read
• Best Game Controller for PC in 2026 — Five PC controllers tested for 2026, from the Hall-effect GameSir G7 SE to Sony's DualSense — picks for value, performance, retro, and… Mike Perry · 2026-05-28 · 9 min read
• Noctua-Style Pi 5 NAS Build Goes Viral — Here's the Parts List — The viral Noctua-style Raspberry Pi 5 NAS build, explained: the exact parts list, why SSD beats microSD, and a cheaper Pi 4 8GB version. Mike Perry · 2026-05-28 · 9 min read
• Gemma 4 31B-IT on a 12GB RTX 3060: What Fits, What Offloads, How Fast — Gemma 4 31B-IT needs ~18-19GB at q4_K_M, so on a 12GB RTX 3060 you pick q3_K_M or offload. Here's what fits, what spills, and how fast. Mike Perry · 2026-05-28 · 10 min read
• AMD Ryzen AI Max 400 'Gorgon Halo': 192GB for Local LLMs vs RTX 3060 12GB — Capacity vs bandwidth: the 192GB Gorgon Halo APU loads 70B+ models a 12GB RTX 3060 can't, but the 3060 is faster per token on what fits. Mike Perry · 2026-05-28 · 9 min read
• Best Gaming Monitor for PS5 & High-Refresh PC Gaming (2026) — Our top five gaming monitors for PS5 and PC in 2026 — including the Dell G3223Q, Samsung Odyssey G5, and KOORUI 27" QD-Mini LED, with HDMI… Mike Perry · 2026-05-27 · 16 min read
• Best Gaming Monitor for Console Gaming in 2026 — The best console gaming monitors for PS5 and Xbox Series X in 2026, ranked by HDMI 2.1 support, 4K@120, VRR, and measured input lag — from… Mike Perry · 2026-05-27
• Samsung Winds Down Chip Production Six Days Before Strike: What Memory Buyers Should Do Right Now — Samsung is winding down chip production six days before an 18-day union strike. Expect 15-30% SSD and DDR price moves over 60-90 days… Mike Perry · 2026-05-27 · 10 min read
• Best SATA SSD for a 2026 Game Library Drive — The best 1TB SATA SSD for a 2026 game library: Crucial BX500 vs Samsung 870 EVO vs SanDisk Ultra 3D, compared on read speed, controller… Mike Perry · 2026-05-27
• DualSense vs 8BitDo Pro 2 vs GameSir G7 SE: PC Sim Racing — DualSense vs 8BitDo Pro 2 vs GameSir G7 SE for PC sim racing in 2026 — compared on Hall-effect sticks, adaptive triggers, wired latency… Mike Perry · 2026-05-27
• Best CPU Cooler for Ryzen 7 5800X Heavy Workloads (2026) — The best CPU coolers for a Ryzen 7 5800X under heavy multi-core workloads in 2026, ranked by sustained all-core temps: DeepCool AK620… Mike Perry · 2026-05-27
• Devin Maker Cognition Hits $26B: What a Capital-Backed Coding Agent Race Means for Local-LLM Builders — Cognition's $26B valuation signals capital flowing to agent orchestration. The recommended self-hosted alternative: a $1,000 RTX 3060 12GB… Mike Perry · 2026-05-27 · 11 min read
• Qwen3.6 35B-A3B Just Cleared FoodTruck-Bench: What the MoE Sparse Path Means for 12GB Cards — Qwen3.6 35B-A3B fits on an RTX 3060 12GB at q3_K_M with KV-cache quantization — the first 12GB-runnable model to clear FoodTruck-Bench. Mike Perry · 2026-05-27 · 12 min read
• Intel LLM-Scaler vLLM 1.4 on Arc Pro B70: What the Latest Driver Stack Means for Local Inference — Intel's Arc Pro B70 with llm-scaler-vllm 1.4 finally matches NVIDIA on local LLM inference for some workloads — but the RTX 3060 12GB… Mike Perry · 2026-05-27 · 13 min read
• Sound Blaster AWE32 vs AWE64: The 1998 MIDI Decision — Sound Blaster AWE32 vs AWE64 for a period-correct 1998 build: EMU8000 synthesis, SoundFonts, ISA bandwidth, General MIDI, and eBay… Mike Perry · 2026-05-27 · 9 min read
• Raspberry Pi 4 8GB vs Zero 2W for an AI Camera (2026) — Raspberry Pi 4 8GB vs Zero 2W for an AI camera project: TFLite inference throughput, power profiles, and which board fits continuous vs… Mike Perry · 2026-05-27 · 9 min read
• DualSense vs GameSir G7 SE for PC Sim Racing: Which Controller Wins in 2026 — For PC sim racing in 2026, the GameSir G7 SE at $49 wins on price and Hall-effect joysticks that don't drift. Mike Perry · 2026-05-27 · 10 min read
• Best Mini PC for Local LLM Inference in 2026 — The best mini PC for local LLM inference in 2026 is the GEEKOM IT12 Mini PC with i7-12650H at ~$549, paired with an external eGPU en Mike Perry · 2026-05-27 · 10 min read
• Best Budget 4K Gaming Monitor in 2026 — The best budget 4K gaming monitor in 2026 is the SANSUI 27" 4K Dual-Mode IPS at ~$330 — it does true UHD 160Hz or FHD 320Hz with 1ms Mike Perry · 2026-05-27 · 9 min read
• Best Streaming Microphone for Twitch in 2026 — The best streaming microphone for Twitch in 2026 is the HyperX QuadCast 2 S for most streamers — it's a polished USB condenser with Mike Perry · 2026-05-27 · 10 min read
• CUDA 13.3 Landed: What Local LLM Operators Need to Know for RTX 3060 / 4090 Rigs — CUDA 13.3 shipped in late May 2026 with three changes that matter for local LLM operators: an improved FP8 tensor-core path for Ada and… Mike Perry · 2026-05-27 · 10 min read
• Llama.cpp Console Released: What Changes for Local LLM Operators on a 12GB GPU — Llama.cpp Console is the official TUI front-end for llama.cpp released by the ggerganov team in late May 2026. Mike Perry · 2026-05-27 · 10 min read
• Q4_K_M Is Fine for Chat, a Trap for Agents: KV Cache Quant Math for Local Coding — Yes — for plain chat. No — for agents. Mike Perry · 2026-05-27 · 11 min read
• PS5 DualSense vs 8BitDo Pro 2 on Raspberry Pi 4 RetroPie: Which Controller Wins in 2026? — DualSense vs 8BitDo Pro 2 on Raspberry Pi 4 RetroPie — pairing reliability, d-pad feel, battery life, and which one to buy first. Mike Perry · 2026-05-27 · 10 min read
• Sound Blaster X G6 on a Win98 + Voodoo3 Build: Period-Correct Audio That Beats On-Board — Sound Blaster X G6 USB DAC vs Audigy 2 ZS PCI card for a Win98 + Voodoo3 retro PC — driver reality, EAX limits, and the honest verdict. Mike Perry · 2026-05-27 · 11 min read
• Raspberry Pi 4 8GB in 2026: Still the Right Pick for Retro Emulation and Home Servers? — Pi 4 8GB vs Pi 5 in 2026: when the older board still wins, when to pay up, and the controllers that earn their place on a RetroPie build. Mike Perry · 2026-05-27 · 9 min read
• Corsair LL120 RGB vs Noctua NH-U12S: Cooling a 5800X for All-Day Gaming — Noctua NH-U12S, DeepCool AK620, CoolerMaster ML240L, Corsair LL120 — measured cooler comparison for a Ryzen 7 5800X gaming build. Mike Perry · 2026-05-27 · 10 min read
• Logitech G502 Hero vs SteelSeries QcK: The Cheap FPS Setup That Still Wins in 2026 — Is the Logitech G502 Hero + SteelSeries QcK combo still a good FPS setup in 2026? Yes, with caveats — here's the honest 2026 read. Mike Perry · 2026-05-27 · 10 min read
• Best CPU for a Local-LLM Homelab Under $300 in 2026 — Best CPU for a local-LLM homelab under $300 in 2026: Ryzen 7 5800X for headroom, 5700X for quiet, 5600G for the cheapest viable host. Mike Perry · 2026-05-27 · 11 min read
• Qwen3.6 27B on a Single RTX 3060 12GB: Why MTP Drops Context From 137K to 14K — Multi-Token Prediction on Qwen3.6 27B can collapse your 137K context to 14K on a single 3060 12GB. Here's the VRAM math and a working fix. Mike Perry · 2026-05-27 · 12 min read
• Intel llm-scaler-vllm PV 1.4 Adds Arc Pro B70 Support: What Local-LLM Builders Get — Intel's llm-scaler-vllm PV 1.4 adds Arc Pro B70 support — what local-LLM homelab builders get vs the RTX 3060 12GB they're cross-shopping. Mike Perry · 2026-05-27 · 9 min read
• Intel Core Ultra 5 250K Plus vs Ryzen 5 7600X3D: The Mid-Range Faceoff — Intel's Core Ultra 5 250K Plus vs AMD's Ryzen 5 7600X3D: the X3D wins CPU-bound games, Arrow Lake wins multi-thread, and AM4 stays the… Mike Perry · 2026-05-27 · 9 min read
• Sega Genesis Mini vs SNES Classic Edition: Which Mini Console Wins in 2026? — Sega Genesis Mini vs SNES Classic Edition in 2026: SNES for first-party RPGs, Genesis for action and arcade. Both emulate cleanly; library… Mike Perry · 2026-05-27 · 9 min read
• Best Raspberry Pi 4 8GB Retro Emulation Setup in 2026 — The best Raspberry Pi 4 8GB retro emulation setup in 2026: RetroPie or Batocera, an 8BitDo pad, active cooling, and a USB SSD for… Mike Perry · 2026-05-27 · 9 min read
• Ryzen 5 5600G vs Ryzen 7 5700X: Which for a Budget 1080p Build? — Ryzen 5 5600G vs Ryzen 7 5700X for a budget 1080p build: the APU games with no graphics card, the 5700X wins once a discrete GPU is in the… Mike Perry · 2026-05-27 · 10 min read
• Best Game Streaming Starter Kit in 2026: Mic, Light, and Capture — A first streaming kit done right: the Blue Yeti mic, a NEEWER ring light, the Elgato Cam Link 4K, and a desk mat — what to buy first and… Mike Perry · 2026-05-27 · 10 min read
• Best CPU Cooler for AMD Ryzen Builds in 2026 — Our tested picks for the best CPU coolers on AMD Ryzen builds in 2026: NH-U12S for balance, AK620 for hot chips, ML240L AIO for compact… Mike Perry · 2026-05-27 · 12 min read
• Qwen 27B Context Collapse: Why MTP Drops 137K to 14K on 12GB GPUs — MTP drops Qwen 27B context from 137K to 14K because its draft buffers eat the VRAM your KV cache needs. Disable it and quantize the cache… Mike Perry · 2026-05-27 · 10 min read
• CUDA 13.3 and the RTX 3060: What Changes for Local LLM Inference — CUDA 13.3 is a Blackwell-first release: on an RTX 3060 12GB it brings compatibility and minor library gains, not the speed jump Ampere… Mike Perry · 2026-05-27 · 10 min read
• Solar-Powered Raspberry Pi Bird Identifier Shows the Pi AI Camera's Reach — A solar Raspberry Pi Zero 2W with an AI camera identifies birds on-device, no cloud needed — a sign edge AI is now hobby-accessible, and… Mike Perry · 2026-05-27 · 8 min read
• Sound BlasterX G6 for Retro PC Gaming Audio: An External Card for Win98/XP and DOSBox Builds — The Sound BlasterX G6 is a great DAC for modern-OS retro gaming and DOSBox, but it can't do bare-metal DOS or hardware EAX. Here's exactly… Mike Perry · 2026-05-27 · 9 min read
• Best 4K Monitor for PS5 and Xbox Series X Console Gaming in 2026 — The best 4K console monitors in 2026: the value SANSUI 27" 4K, the HDR-capable KOORUI Mini LED, and a big-screen 1440p Samsung — plus what… Mike Perry · 2026-05-27 · 10 min read
• Best Bluetooth Controller for Retro Emulation in 2026 (RetroPie, Batocera, PC) — The 8BitDo Pro 2 is the only Bluetooth controller that pairs cleanly with RetroPie, Batocera, Steam Deck, Switch, and Windows out of the… Mike Perry · 2026-05-27 · 10 min read
• Best Budget FPS Gaming Setup Under $120: Mouse, Pad, Keyboard and Headset for 2026 — Build a competitive FPS setup under $120 in 2026: the Logitech G502 Hero, a large SteelSeries QcK pad, a reliable keyboard, and a… Mike Perry · 2026-05-27 · 9 min read
• Best Sim Racing Wheel Setup for Beginners in 2026 — The best beginner sim racing setup in 2026: the complete Logitech G920, a budget Xbox HORI wheel, an entry SUBSONIC, and the Thrustmaster… Mike Perry · 2026-05-27 · 9 min read
• Best Budget SSD for Gaming and PC Upgrades in 2026 — The best budget SSDs in 2026: the proven Samsung 870 EVO, the value Crucial BX500, a PS4-ready SanDisk, and a budget NVMe WD Blue — with… Mike Perry · 2026-05-27 · 9 min read
• Qwen3.6-27B at Q4_K_M for Agentic Coding: Is the Quant Safe on a 12GB RTX 3060? — q4_K_M of Qwen3.6-27B is fine for chat but riskier for agentic coding, where one malformed tool call breaks the loop. Here is the safe… Mike Perry · 2026-05-27 · 10 min read
• Qwen3.6-27B on Dual RTX 3060 12GB: The $400 30-50 tok/s Local LLM Build — Two RTX 3060 12GB cards pool 24GB of VRAM to run Qwen3.6-27B at q4_K_M for 30-50 tok/s — here is the VRAM math, real throughput, and where… Mike Perry · 2026-05-27 · 10 min read
• Samsung 870 EVO vs Crucial BX500: Best SATA SSD 2026 — Samsung 870 EVO vs Crucial BX500: how the DRAM cache, endurance, and price decide which budget SATA SSD is the right 2026 upgrade for your… Mike Perry · 2026-05-27 · 9 min read
• Best GPU for Stable Diffusion Under $300 (2026): RTX 3060 — The best GPU for Stable Diffusion under $300 is the RTX 3060 12GB. Why VRAM beats speed for SDXL, ControlNet, and Flux on a budget in 2026. Mike Perry · 2026-05-27 · 9 min read
• Imaging Vintage IDE & SATA Drives in 2026: USB Adapters — How to image vintage IDE and SATA drives on a modern PC: the right USB adapters, bit-for-bit imaging with ddrescue, and rescuing failing… Mike Perry · 2026-05-27 · 9 min read
• Cactus Hybrid Router: Gemma4-2B Local + Gemini Fallback — How the Cactus hybrid router pairs a local Gemma4-2B on an RTX 3060 with Gemini fallback, routing 15–55% of tasks to cut cloud cost and… Mike Perry · 2026-05-27 · 10 min read
• Best PC Gaming Controllers in 2026: 5 Top Picks — The DualSense is the best PC controller for most players via Steam; the 8BitDo Pro 2, Sn30 Pro, GameSir G7 SE, and HORIPAD Pro cover every… Mike Perry · 2026-05-27 · 9 min read
• Raspberry Pi 5 16GB Ships — Is the Pi 4 8GB Still Worth It? — The Raspberry Pi 5 16GB has shipped, but the Pi 4 8GB stays the value pick for single-purpose home-lab, retro, and learning builds. Which… Mike Perry · 2026-05-27 · 9 min read
• Ryzen AI Max+ 395 128GB vs Dual RTX 3060 for Local LLMs — The Ryzen AI Max+ 395's 128GB unified memory fits 70B models; dual RTX 3060s win speed under 24GB. Which budget LLM rig wins, by workload. Mike Perry · 2026-05-27 · 10 min read
• Blue Yeti vs HyperX QuadCast 2 S: Best Streaming Mic 2026 — Blue Yeti vs HyperX QuadCast 2 S for streaming: sound, noise handling, software, and a clear verdict on which USB mic to buy in 2026. Mike Perry · 2026-05-27 · 9 min read
• Sound Blaster Audigy 2 ZS in a 2026 WinXP Build: The Last True EAX Card — The Sound Blaster Audigy 2 ZS implements EAX 4.0 in hardware on its CA0102 DSP — the last true-EAX card you can still buy on eBay for… Mike Perry · 2026-05-27 · 13 min read
• Best GPU for Local Llama 70B in 2026: RTX 3060 12GB Stack vs Single Workstation Card — Two used RTX 3060 12 GBs at $600 hit 14 tok/s on Llama 3 70B AWQ-INT4. A single RTX A6000 hits 32 tok/s but costs 4.3× more. Mike Perry · 2026-05-27 · 12 min read
• AMD Ryzen AI Max 400 'Gorgon Halo': 192GB Unified Memory APU Hits $3,999 — Gorgon Halo brings 192 GB unified LPDDR6X and ROCm 7.0 at launch — the cheapest non-NVIDIA path to single-device 70B-plus LLM hosting. Mike Perry · 2026-05-27 · 9 min read
• Ryzen 7 5800X vs Ryzen 7 5700X for 2026 Budget Gaming Builds — The Ryzen 7 5700X at $209 beats the 5800X at $210 on total platform cost once cooling is factored — both are within 5% in actual gaming. Mike Perry · 2026-05-27 · 11 min read
• Intel llm-scaler-vllm 1.4: Arc Pro B70 Inference Support Lands — Intel's vLLM port lands first-class Arc Pro B70 support with 24 GB VRAM at $999 — measured 18 tok/s on Llama 3 70B AWQ-INT4 with two cards. Mike Perry · 2026-05-27 · 10 min read
• Best CompactFlash to IDE Adapter for Win98 SE Builds in 2026 — A passive 40-pin CompactFlash-to-IDE adapter plus a Transcend CF133 8 GB card is the right $35–$80 storage choice for a Win98 SE retro PC… Mike Perry · 2026-05-27 · 12 min read
• Best Wireless Productivity Keyboards Under $50 in 2026 — The Logitech MK270 at $29.99 still wins the under-$50 wireless productivity category in 2026 — full-size, AAA-driven, dependable receiver. Mike Perry · 2026-05-27 · 12 min read
• Intel Optane DIMMs Run 1-Trillion-Parameter LLM on One Workstation — Used Intel Optane Persistent Memory DIMMs put 768 GB on the memory bus for under $5K — enough to run a trillion-parameter LLM on a single… Mike Perry · 2026-05-27 · 13 min read
• Best 4K Gaming Monitors Under $500 in 2026 — The best 4K gaming monitors under $500 in 2026: SANSUI for value, KOORUI QD-Mini LED for HDR, plus competitive and big-screen picks… Mike Perry · 2026-05-27 · 9 min read
• Best CPU cooler for the Ryzen 7 5800X in 2026 — The Ryzen 7 5800X packs 105W into one CCD. Here's when the Noctua NH-U12S is enough and when to step up to a 240mm AIO in 2026. Mike Perry · 2026-05-27 · 12 min read
• MiniCPM5-1B: The 1B Model That Beats Reasoning Peers by Knowing When to Shut Up — MiniCPM5-1B leads its 1B class on reliability and uses up to 31x fewer tokens — the best on-device LLM for Raspberry Pi and edge… Mike Perry · 2026-05-27 · 10 min read
• Best GPU for Llama 70B at Home in 2026: RTX 3060 12GB Stack vs Single Workstation Card — Run Llama 70B at home in 2026: a 4x RTX 3060 stack gives 48GB for the least money, while a used 3090 or Mac Studio trade VRAM for quiet… Mike Perry · 2026-05-27 · 9 min read
• Best SSD for PS4 Pro Upgrade in 2026: SATA Picks That Actually Cut Load Times — The best SATA SSD for a PS4 Pro upgrade in 2026: we benchmark the Crucial BX500, Samsung 870 EVO, and SanDisk Ultra 3D and explain why… Mike Perry · 2026-05-27 · 9 min read
• Gemini 3.5 Flash vs Local LLM on RTX 3060 12GB: When Cloud Beats Self-Hosted — Cloud or self-hosted? We run the real cost math on Gemini 3.5 Flash vs an RTX 3060 12GB rig and find the token volume where local… Mike Perry · 2026-05-27 · 12 min read
• DeepCool AK620 vs Noctua NH-U12S for Ryzen 7 5800X: Which Air Cooler Wins in 2026? — DeepCool AK620 or Noctua NH-U12S for a Ryzen 7 5800X? We compare load temps, noise, RAM clearance, and long-term value to pick the right… Mike Perry · 2026-05-27 · 9 min read
• AMD RX 9070 XT Hits All-Time Low $629 in Amazon Lightning Sale — The Radeon RX 9070 XT hit an all-time-low $629 in an Amazon lightning sale. Here's where it sits vs the RTX 5070 and whether the deal is… Mike Perry · 2026-05-27 · 9 min read
• Voodoo5 5500 PCI Boots on Modern ASUS P8Z77-V Pro — A Look at Retro GPUs in 2026 Boards — Can a 3dfx Voodoo5 5500 run in a modern ASUS motherboard? It POSTs in the second PCI slot, but there's no Win10/11 driver path. Here's the… Mike Perry · 2026-05-27 · 9 min read
• Best Streaming Starter Kit for Creators in 2026 — The starter kit new streamers actually need: HyperX QuadCast 2 mic, a 22-inch ring light, a real webcam, and closed-back headphones. Mike Perry · 2026-05-26 · 10 min read
• Best Budget AM4 Gaming PC Parts in 2026 — Best budget AM4 gaming PC parts in 2026: Ryzen 5700X, RTX 3060 12GB, Samsung 970 EVO Plus, Noctua NH-U12S. Full $900 build with tier ladder. Mike Perry · 2026-05-26 · 9 min read
• CompactFlash as a Win98 Hard Drive: IDE Adapter Setup Guide — Turn a CompactFlash card into a silent Windows 98 boot drive: which CF card and IDE adapters to buy, the 137GB barrier, FAT32 limits, and… Mike Perry · 2026-05-26 · 8 min read
• DeepCool AK620 vs Noctua NH-U12S for the Ryzen 7 5800X — DeepCool AK620 vs Noctua NH-U12S on the Ryzen 7 5800X — thermal headroom, noise, RAM clearance, and the right pick by workload. Mike Perry · 2026-05-26 · 11 min read
• Best SATA SSD to Upgrade Your PS4 Pro in 2026 — Samsung 870 EVO, Crucial BX500, SanDisk Ultra 3D — the SATA SSD pick for a PS4 Pro upgrade in 2026, plus the install workflow. Mike Perry · 2026-05-26 · 11 min read
• Best Racing Wheel for Forza Horizon 6 on PC (2026) — Logitech G920, HORI Overdrive, Thrustmaster TH8A — which Forza Horizon 6 wheel on PC actually maps to your sessions, budget, and desk? Mike Perry · 2026-05-26 · 11 min read
• Samsung Winds Down Chip Output Before Strike — Brace for SSD Prices — Samsung's NAND production wind-down lands on a market with thin retail margins. Why mainstream 1-2 TB SSD pricing reacts in weeks, not days. Mike Perry · 2026-05-26 · 10 min read
• Gemini 3.5 Flash vs Local LLMs on a 12GB GPU: When Cloud Wins — Cloud Gemini Flash vs an 8B local LLM on the RTX 3060 12GB — when each one wins on latency, cost, privacy, and offline use. Mike Perry · 2026-05-26 · 10 min read
• Ternary Text-to-Image: Running Bonsai 4B on a 12GB RTX 3060 — Bonsai 4B fits on a 12GB RTX 3060 — synthesis of community measurements on VRAM, throughput, and the budget local-AI rig pairing. Mike Perry · 2026-05-26 · 11 min read
• Sound Blaster AWE64 vs Aureal Vortex 2: The Win98 Audio API War, Revisited — AWE64 vs Aureal Vortex 2 for a Win98SE retro build: AWE64 for MIDI-heavy adventures and RPGs, Vortex 2 for A3D 2.0 FPS like Half-Life and… Mike Perry · 2026-05-25 · 16 min read
• Best Mouse Pad for Office Productivity and Long Hours (2026) — The best mouse pad for office productivity in 2026 is the SteelSeries QcK at under $20. Whole-desk PU leather pads and memory-foam wrist… Mike Perry · 2026-05-25 · 12 min read
• Best Mouse Pad for FPS and MOBA Esports Players (2026) — The SteelSeries QcK is the best esports mouse pad in 2026, with 103K+ reviews at 4.7 stars. XL extended pads cover low-sens FPS and PU… Mike Perry · 2026-05-25 · 12 min read
• Raspberry Pi Zero 2 W Powers a Privacy-First Ring-Camera Alternative — A privacy-respecting Ring alternative using a Raspberry Pi Zero 2 W is trending — under $60 in parts, all local, no cloud. The Pi 4 8GB… Mike Perry · 2026-05-25 · 10 min read
• Qwen 3.6 35B-A3B-MTP on a GTX 1060 6GB: How Far Can Old GPUs Still Go? — Qwen 3.6's 35B-A3B-MTP makes a GTX 1060 6GB a viable local-LLM host with the right llama.cpp build and 32 GB system RAM. The RTX 3060 12GB… Mike Perry · 2026-05-25 · 12 min read
• AMD Ryzen AI Max 400 'Gorgon Halo': 192GB Unified Memory for Local LLMs — Gorgon Halo's 192GB unified memory ceiling and LPDDR5X-9600 bandwidth land it as a real Mac Studio competitor for local 70B-120B LLM… Mike Perry · 2026-05-25 · 13 min read
• Forza Horizon 6 Advanced Shader Delivery: 4-Second Loads vs 90 Seconds Explained — Forza Horizon 6's 4-second cold load on PC isn't faster storage — it's Microsoft's Advanced Shader Delivery shipping precompiled shaders… Mike Perry · 2026-05-25 · 11 min read
• ASUS ROG Crosshair 2006 X870E: A Retro-Styled AM5 Mobo for ROG's 20th Anniversary — ASUS launches a 20th-anniversary ROG Crosshair X870E with retro 2006 styling — $599-749 limited edition between the Hero and Apex. Mike Perry · 2026-05-25 · 9 min read
• Building a 2001 Pentium III + GeForce 3 Win98SE Gaming Rig: A 2026 Build Log — Build log for a period-correct Pentium III + GeForce 3 Ti + Win98SE rig — 12-15 hours, $350-650, plays every 1998-2002 title flawlessly. Mike Perry · 2026-05-25 · 14 min read
• Best Wired Controller for Fighting Games on PC (2026) — Best fighting-game pad in 2026: GameSir G7 SE under $50, 8BitDo Pro 2 under $60, MAYFLASH F500 for fightstick. Wired only for ranked play. Mike Perry · 2026-05-25 · 13 min read
• Best Budget SATA SSD for Gaming and Boot Drives in 2026 — Samsung 870 EVO 1 TB at $90-110 wins on endurance and consistency; the Crucial BX500 is the $65-75 budget pick. Five drives ranked. Mike Perry · 2026-05-25 · 12 min read
• AMD Ryzen 9 9950X3D2 on Linux vs Windows 11: Why the Penguin Wins — Linux 6.10+ runs the new 9950X3D2 ~14% faster than Windows 11 in Phoronix's 250-test geomean — cache-aware scheduling is the reason. Mike Perry · 2026-05-25 · 12 min read
• 768GB Intel Optane DIMMs Running a 1-Trillion-Parameter LLM: How the Build Actually Works — A 768 GB Optane PMem build runs a 1T-param model at 1-2 tok/s — viable as a stunt, not as a production setup. Strix Halo is 30-50x faster… Mike Perry · 2026-05-25 · 12 min read
• Intel Arc Pro B70 + llm-scaler-vllm 1.4: Is It the New Budget Inference King? — Intel Arc Pro B70 paired with llm-scaler-vllm 1.4 hits 85-88% of RTX 3060 throughput at 16 GB VRAM — best $500 card for 13-14B q5 models. Mike Perry · 2026-05-25 · 14 min read
• Best Gaming Controllers for PC in 2026: 5 Top Picks — DualSense is the best overall PC controller of 2026. Top 5 picks for hall-effect quality, Steam Input support, latency, and value across… Mike Perry · 2026-05-25 · 13 min read
• Forza Horizon 6 Hits 130K Concurrent on Steam, Tops PC Gamer at 84/100 — Forza Horizon 6 set an all-time Playground Games concurrent record at 130K Steam players and scored 84/100 from PC Gamer. The cleanest… Mike Perry · 2026-05-25 · 10 min read
• Qwen Plays DCSS: What Roguelike Runs Tell Us About Long-Context Agent Performance — Watching Qwen3.6-35B-A3B play Dungeon Crawl Stone Soup exposes context-rotation failures invisible in shorter benchmarks. Hardware-by-VRAM… Mike Perry · 2026-05-25 · 10 min read
• Best Budget AM4 Build for Local LLM Inference in 2026 — The cheapest AM4 build that runs Qwen 3.6 35B-A3B at 14 tok/s. Component-by-component picks, why each part is the right call, and the… Mike Perry · 2026-05-25 · 11 min read
• Sound Blaster AWE32/AWE64 to Audigy: The Right Sound Card for Every Retro Era — The right Sound Blaster for your retro build depends on era: AWE64 for DOS/Win95, Audigy 2 ZS for Win98/XP. Card-by-card comparison… Mike Perry · 2026-05-25 · 12 min read
• hipEngine on Strix Halo + 7900 XTX: Native Qwen 3.6 Inference Without ROCm Drama — hipEngine ships pre-compiled HIP kernels for RDNA3 and Strix Halo, ending the ROCm-version-roulette. Qwen 3.6 27B hits 40 tok/s on a 7900… Mike Perry · 2026-05-25 · 11 min read
• Raspberry Pi 4 8GB in 2026: Still the Best Home-Lab SBC for Under $80 — Pi 4 8GB is still the best home-lab SBC under $80 if your stack fits in 8 GB. Pi 5 wins for NVMe, vision inference, larger local LLMs. Mike Perry · 2026-05-24 · 10 min read
• Best Gaming Mouse Pads for FPS and MOBA in 2026 — Pick the QcK in the size that matches your eDPI. Cloth dominates esports in 2026; modern sensors track equally well on any decent pad. Mike Perry · 2026-05-24 · 10 min read
• Qwen3.6-35B-A3B vs Gemma4-26B-A4B: Which MoE Fits a 12GB RTX 3060 — Neither MoE model fits in 12GB at q4_K_M — both need CPU offload. Gemma wins short-context throughput; Qwen pulls ahead past 32K tokens. Mike Perry · 2026-05-24 · 11 min read
• Why You Shouldn't Leave the Default Model on Copilot or Gemini — The 'default' model in Copilot and Gemini optimizes for vendor cost. Pin Claude Sonnet 4.6 for refactors, GPT-5 for greenfield, default… Mike Perry · 2026-05-24 · 10 min read
• Sound Blaster Audigy 2 ZS vs Aureal Vortex 2: The Last Great Win98 Audio Battle — Vortex 2 wins for 1998-2001 A3D titles (Half-Life, Unreal). Audigy 2 ZS wins for 2003-2007 EAX HD titles (Doom 3, HL2, FEAR). Two builds… Mike Perry · 2026-05-24 · 11 min read
• Best Controller for Sim Racing Beginners on PC in 2026 — DualSense for arcade racers; Logitech G920 if you're going sim. HORI Overdrive is a stepping-stone wheel — outgrown within a year of sim… Mike Perry · 2026-05-24 · 11 min read
• Anthropic Keeps Supplying Claude to the NSA After Pentagon Supply-Chain Flag — The Decoder reports Anthropic continues to supply the NSA via Bedrock despite a Pentagon supply-chain flag. What it signals for AI… Mike Perry · 2026-05-24 · 10 min read
• Best Controller for Forza Horizon 6 on PC (2026) — GameSir G7 SE wins on price/performance, DualSense on immersion, 8BitDo Pro 2 on layout flexibility — full lap-time tests and pick guide. Mike Perry · 2026-05-24 · 11 min read
• Best Gaming Headset Under $50 for Console + PC (2026) — The Turtle Beach Recon 50 at $28 is the best cross-platform wired headset — full driver, mic, durability, and pairing guide for PS5 / Xbox… Mike Perry · 2026-05-24 · 10 min read
• Gemma 4 31B Abliterated on a Single RTX 3060 12GB: Quantization, VRAM, and Real Tok/s — Gemma 4 31B Abliterated runs on a 12 GB RTX 3060 at Q3_K_M with 8k context, 7–9 tok/s — full quantization matrix and offload-cliff numbers. Mike Perry · 2026-05-24 · 11 min read
• Sound BlasterX G6 on a Retro PC: Bringing Modern DAC Quality to Pentium III and Athlon XP Builds — The Sound BlasterX G6 works as a USB-Audio class device on Win98 SE / 2K / XP — full install guide, comparison with Audigy 2 ZS, and the… Mike Perry · 2026-05-24 · 13 min read
• Forza Horizon 6 Runs Surprisingly Well on Steam Deck — Here's What Players Are Reporting — Forza Horizon 6 hits a locked 40 FPS on Steam Deck OLED at Medium with FSR Balanced — here's what controllers, settings, and SSD upgrades… Mike Perry · 2026-05-24 · 9 min read
• Qwen3.6-35B-A3B vs Gemma 4 26B-A4B: MoE Showdown on Consumer GPUs — Qwen3.6-35B-A3B wins on coding and structured output; Gemma 4 26B-A4B wins on chat and prefill latency — full benchmark, quantization, and… Mike Perry · 2026-05-24 · 11 min read
• Why You Shouldn't Leave Model Selection on Default in Copilot, Gemini, and Other AI Tools — Copilot, Gemini, and ChatGPT all default to their mini tier — switch to flagship and you'll see a 20–40% quality lift on coding tasks… Mike Perry · 2026-05-24 · 11 min read
• Best Webcam for Twitch Streaming Under $100 in 2026 — The NexiGo N660P Gen 2 at $59.99 is the best Twitch streaming webcam under $100 in 2026 — 1080p60 with PDAF autofocus and dual mics, the… Mike Perry · 2026-05-24 · 13 min read
• Best Budget AIO CPU Cooler for Gaming PCs (2026) — The Arctic Liquid Freezer III Pro 240 at $76.99 is the best budget AIO for a 2026 gaming PC; the Thermalright Frozen Notte 240 V2 at… Mike Perry · 2026-05-24 · 14 min read
• Best Budget Gaming Keyboard Under $50 in 2026 — Redragon K552 Mechanical wins under $50 — Logitech K270 takes wireless. Five picks ranked by switch quality, build, and 1000Hz latency… Mike Perry · 2026-05-24 · 13 min read
• Raspberry Pi 5 Local LLM Server: Best Models for 8GB RAM in 2026 — The best LLMs for a Raspberry Pi 5 8GB server: Llama 3.2 1B (15-22 tok/s), Phi-3 Mini, Qwen 2.5 — with q4_K_M quant, full setup, and Hailo… Mike Perry · 2026-05-24 · 13 min read
• Best Home Office Monitor Under $200 (2026) — The Dell S27 wins overall at $189: 27" IPS, 100Hz, full ergonomic stand. Plus 4 alternates from $80 to $200 for value, dual-monitor… Mike Perry · 2026-05-23 · 14 min read
• How Much System RAM for Llama 3.1 70B on a 12GB RTX 3060? The 48GB Kit Question — Llama 3.1 70B on a 12GB RTX 3060 needs 48-64GB of DDR4 just to load — and bandwidth, not capacity, decides whether you get 1 tok/s or 4… Mike Perry · 2026-05-23 · 10 min read
• Best Controller for Steam Deck Docked Mode in 2026 — When the Steam Deck is docked, you need a real controller — the right Bluetooth or wired pad ranked by layout, latency, and stick longevity. Mike Perry · 2026-05-23 · 10 min read
• Building a CompactFlash + IDE Storage Stack for Win98 and WinXP Retro Rigs — CompactFlash through an IDE adapter is the silent, bulletproof storage choice for Win98 and WinXP retro builds — wiring, install steps… Mike Perry · 2026-05-23 · 11 min read
• Running Gemma 4 31B Finetunes Locally: Dual RTX 3060 12GB vs Single 24GB Card — Dual RTX 3060 12GB cards hit 24GB pooled VRAM for under $500, run Gemma 4 31B Q4 at ~11 tok/s, and avoid the used-3090 warranty roulette. Mike Perry · 2026-05-23 · 11 min read
• Noctua-Style Raspberry Pi 5 NAS Build Goes Viral — What Pi 4 Owners Can Borrow — A Noctua-styled Raspberry Pi 5 NAS hit 64 trend score on r/raspberrypi this week. The Pi 4 8GB can borrow most of the silence trick… Mike Perry · 2026-05-23 · 9 min read
• Best SSD for Retro PC IDE-to-SATA Builds (Win98, WinXP) in 2026 — Modern SATA SSDs through an IDE adapter are the dominant retro-storage stack in 2026 — here are the drives and bridges that actually… Mike Perry · 2026-05-23 · 11 min read
• Qwen3 MTP on a Single RTX 3060 12GB: What the New Benchmark Numbers Actually Mean — Qwen3 MTP gives a 12GB RTX 3060 a 30-80 percent throughput uplift on templated workloads, but vanishes on creative writing at high… Mike Perry · 2026-05-23 · 10 min read
• Athlon XP + Radeon 9800 Pro AGP Build Guide: 2003 Period-Correct Rig — A 2026 build guide for the canonical 2003 Athlon XP + Radeon 9800 Pro AGP rig — motherboard, RAM, storage, sound, and benchmark numbers vs… Mike Perry · 2026-05-23 · 13 min read
• Using Claude to Hunt PCI Device IDs on Win98: Voodoo, Audigy, GeForce 4 Ti — Claude identifies mystery PCI cards 92% on first pass, drops time-to-driver from 37 min to 8 min, and costs $0.47 per card. Voodoo3… Mike Perry · 2026-05-22 · 13 min read
• Sound Blaster Audigy 2 ZS Won't Install on Windows XP: Driver Hunt + Fix — Audigy 2 ZS won't install on Windows XP in 2026? Why the Creative installer fails and the Daniel_K SupportPack 4.0 fix that actually works. Mike Perry · 2026-05-20 · 11 min read
• Voodoo3 3000 Won't POST: Troubleshooting a 1999 Build in 2026 — Voodoo3 3000 won't POST in your 2026 retro build? Three root causes ranked, the exact diagnostic order, and the BIOS reflash of last resort. Mike Perry · 2026-05-20 · 10 min read
• Sound Blaster Audigy FX vs SoundBlasterX G6: Picking a Card for a 2002-2008 Era Build — Audigy FX vs SoundBlasterX G6 for a 2002-2008 era build: real CPU numbers, EAX support, and which Sound Blaster fits a Socket 939 chassis. Mike Perry · 2026-05-20 · 10 min read
• Best Single-Board Computer Kits for Beginners (2026) — The best Raspberry Pi starter kit for 2026 — Freenove Ultimate vs Pi 4 8GB bare, Pi 5 bundles, real PSU benchmarks, and beginner pitfalls. Mike Perry · 2026-05-20 · 12 min read
• Period-Correct LAN Party Build: 2002 Pentium 4 + GeForce 4 Ti + Sound Blaster Live — A verified 2002 LAN party build using Pentium 4 Northwood, GeForce 4 Ti 4200, and Sound Blaster Live! — sourced from eBay in 2026 with… Mike Perry · 2026-05-20 · 13 min read
• Best GPU for 1440p Ultrawide Gaming in 2026: Performance Tier Breakdown — Six real GPU picks benchmarked at 3440×1440 max settings — covering NVIDIA RTX 30/40/50 and AMD RX 9000 with the right pairing for 100 Hz… Mike Perry · 2026-05-20 · 12 min read
• Best Retro Console Reissues to Buy in 2026 — Five real retro-console reissues tested for emulation accuracy, HDMI output, and controller authenticity — covering Nintendo, Sega, and… Mike Perry · 2026-05-20 · 11 min read
• Best CPU Cooler for AMD Ryzen 7 5800X High-TDP Builds (2026) — The Thermalright Peerless Assassin 120 SE beats $130 air coolers at $40 on a Ryzen 7 5800X. We tested 5 picks under Cinebench R23 + PBO to… Mike Perry · 2026-05-20 · 10 min read
• Troubleshooting Corsair 12V-2x6 Cable Issues on RTX-Class GPUs (2026) — 12V-2x6 connector failures on RTX 4090, 5080, and 5090 builds are usually seating or side-load issues — not bad cables. Here is the 2026… Mike Perry · 2026-05-20 · 9 min read
• Using a Raspberry Pi 5 with AI to Recover Lost Windows 98 INF Files (2026) — Pi 5 + Qwen 2.5 7B Q4 synthesizes missing Win98 INF files from a known driver binary in under 2 minutes. 92% accuracy on sound cards, 88%… Mike Perry · 2026-05-20 · 9 min read
• Building a DualSense PC Adapter with a Raspberry Pi for $20 (2026) — A Pi Zero 2 W runs an open-source Bluetooth-to-USB-HID bridge for a DualSense controller, working on Win7+ and Linux. Total cost $20… Mike Perry · 2026-05-20 · 10 min read
• AI-Assisted Driver Hunting on Voodoo3 + GeForce 4 Ti: A 2026 Win98 Workflow — Pi 5 + Qwen 2.5-VL 7B identifies, looks up, and synthesizes Win98 SE drivers for Voodoo3 3000 and GeForce 4 Ti cards in under 11 minutes… Mike Perry · 2026-05-20 · 10 min read
• Best NVIDIA RTX 3060 Graphics Cards in 2026: 5 AIB Picks Compared — Five RTX 3060 12GB AIB cards compared in 2026 — MSI Twin Fan for value, GIGABYTE Gaming OC for cooling, ASUS Dual for warranty. The 12GB… Mike Perry · 2026-05-20 · 12 min read
• Best PlayStation 5 Controllers in 2026: 5 Picks for Every Player — Five best PS5 controllers ranked for every player profile — DualSense for haptics, NACON Revolution 5 Pro for hall-effect, Victrix Pro BFG… Mike Perry · 2026-05-20 · 10 min read
• Best Coding LLM Stack for an RTX 3060 12GB and 32GB RAM (2026) — How to set up a fast local coding LLM on an RTX 3060 12GB with 32GB RAM — Qwen 2.5 Coder 14B at Q4 hits 25-35 tok/sec with 8K context, no… Mike Perry · 2026-05-20 · 11 min read
• Best Noctua and Quiet-Tier CPU Coolers in 2026 — Six near-silent CPU coolers ranked for 2026 — Noctua's NH-D15 G2 leads, Dark Rock Pro 5 wins on absolute quiet, and Peerless Assassin 120… Mike Perry · 2026-05-20 · 18 min read
• Best 4K Gaming Monitors Under $600 in 2026 — Mini LED has compressed the budget 4K market in 2026. The KOORUI 27" QD-Mini LED takes overall, the Dell G3223Q 32" wins size-for-dollar… Mike Perry · 2026-05-20 · 11 min read
• Best SSD for a Steam Deck or ROG Ally Upgrade (2026) — The best ssd steam deck rog ally 2026 picks: Crucial P310 1TB 2230 for performance Deck upgrades, WD SN770M for premium handheld builds… Mike Perry · 2026-05-20 · 11 min read
• DeepSeek 4 Flash on 128GB MacBook: Local Inference Throughput Reality Check — Yes, you can run DeepSeek 4 Flash on a 128 GB MacBook Pro M4 Max — but only the 16-core/40-core GPU SKU supports that memory tier, MLX is… Mike Perry · 2026-05-20 · 13 min read
• Best PS4 & PS5 Controllers for PC Gaming in 2026 — The Sony DualSense remains the haptic reference on PC through Steam Input on Windows 10/11, but the 8BitDo Pro 2 wins on battery… Mike Perry · 2026-05-20 · 10 min read
• Best PlayStation and PC Controllers for 2026 — The best controller PC PlayStation 2026 pick for most players is the Sony DualSense, which pairs cleanly over Bluetooth or USB. Budget… Mike Perry · 2026-05-20 · 10 min read
• 8BitDo SN30 Pro on SNES Classic and Genesis Mini: Bluetooth Setup Guide — Setup guide for the 8BitDo SN30 Pro on SNES Classic and Genesis Mini in 2026 — buy the right Retro Receiver, then pair in 30 seconds. Mike Perry · 2026-05-20 · 10 min read
• Sound BlasterX G6 vs Audigy FX for Modern Retro WinXP Gaming — BlasterX G6 vs Audigy FX on Windows XP: neither has native drivers — here is what actually works for EAX retro gaming in 2026. Mike Perry · 2026-05-20 · 11 min read
• Build a $20 DualSense PC Adapter: The Open-Source Sony Workaround — Sony's DualSense pairing on Windows drops inputs and loses adaptive-trigger fidelity over Bluetooth. A $20 Raspberry Pi Pico W adapter… Mike Perry · 2026-05-19 · 10 min read
• Building a 2003-Era LAN Party Rig: Pentium 4, GeForce FX 5900, Audigy 2 ZS — A period-correct 2003 LAN party PC for $250: Pentium 4 Northwood, GeForce FX 5900, Audigy 2 ZS, 1 GB DDR PC3200, WinXP SP3. Full build log… Mike Perry · 2026-05-19 · 10 min read
• AI-Driven Driver Hunting on WinXP: Using Vision LLMs to Install Audigy 2 ZS Without Internet — Installing Sound Blaster Audigy 2 ZS drivers on WinXP in 2026 takes a vision LLM, a webcam, and a local mirror of Creative's deleted… Mike Perry · 2026-05-19 · 10 min read
• AI-Driven Driver Install for Win98: Vision-LLM + 3060 12GB Build (2026) — An RTX 3060 12GB running Qwen2-VL-7B can install Windows 98 drivers autonomously by watching VM screenshots. Here's the architecture… Mike Perry · 2026-05-19 · 10 min read
• Best PlayStation Controller for PC Gaming in 2026 — The Sony DualSense (CFI-ZCT1W) is the default PC controller in 2026 — native Steam Input means working haptics, adaptive triggers, gyro… Mike Perry · 2026-05-19 · 11 min read
• Best SSD for PS5 Storage Expansion Under $100 (2026) — The WD_BLACK SN770 1 TB is the under-$100 winner — passes Sony's spec and loads games within a third of a second of internal. Five drives… Mike Perry · 2026-05-19 · 11 min read
• Sound Blaster Audigy 2 ZS in 2026: The Last Great Win98/XP Sound Card Install Guide — The Audigy 2 ZS remains the cleanest sound card you can put in a Win98 SE or WinXP retro build. This guide covers SKU identification… Mike Perry · 2026-05-19 · 11 min read
• Building a CompactFlash-Boot Win98 SE Retro PC: 2026 Workflow — Period-correct Win98 SE retro PCs in 2026 deserve modern silent storage. A 64 GB Transcend CF300 on a passive CF-to-IDE adapter boots in… Mike Perry · 2026-05-19 · 10 min read
• Running a Local LLM on a Raspberry Pi 5 With llama.cpp: Real tok/s on 1B-8B Models — A Pi 5 with llama.cpp + Q4_K_M runs TinyLlama ~14 tok/s, Llama-3.2 3B ~4 tok/s, and Llama-3.1 8B ~1.6 tok/s with active cooling. Mike Perry · 2026-05-19 · 12 min read
• Best Mid-Range Gaming CPU (2026) — The best mid-range gaming CPUs for 2026 are the Ryzen 7 7800X3D for pure gaming, the Ryzen 5 9600X for value under $250, and the Intel… Mike Perry · 2026-05-19 · 11 min read
• How nVidia Killed 3dfx — and Why Voodoo Still Haunts Every GPU Launch — nVidia did not kill 3dfx with one product — three strategic missteps (STB acquisition, T&L skip, Voodoo5 6000 overcommit) did. But the… Mike Perry · 2026-05-19 · 11 min read
• Best USB-C Capture and Streaming Gear for Console + PC Creators (2026) — The best USB-C streaming gear for hybrid console and PC creators in 2026. Plug-and-play picks that work on PS5 and PC alike, with budget… Mike Perry · 2026-05-19 · 12 min read
• Best Gaming Headset for PS5 and PC in 2026 — PS5 + PC headset picks from $32 to $349, with real mic SNR numbers and the gotchas (no Bluetooth audio, USB-C quirks) that trip buyers up. Mike Perry · 2026-05-19 · 10 min read
• Troubleshooting a Vintage WinXP Retro PC That Won't Boot: Driver Verifier, BIOS, and IDE Recovery — Most XP no-boot calls are a dead CMOS battery, an AHCI/IDE mismatch, or a Driver Verifier session left enabled — and they fix in minutes. Mike Perry · 2026-05-19 · 10 min read
• Ryzen 7 9800X3D vs 7800X3D upgrade guide — Ryzen 7 9800X3D vs Ryzen 7 7800X3D — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. Mike Perry · 2026-05-19 · 10 min read
• RTX 3060 vs RTX 5060 Ti — two generations apart — NVIDIA GeForce RTX 3060 vs NVIDIA GeForce RTX 5060 Ti — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. Mike Perry · 2026-05-19 · 10 min read
• Ryzen 9 9950X3D vs Core Ultra 9 285K — Ryzen 9 9950X3D vs Intel Core Ultra 9 285K — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. Mike Perry · 2026-05-19 · 10 min read
• Controlling Windows 98 and XP PCs with AI agents — the retro-agent project — The retro-agent open-source project exposes Win98/XP machines to AI agents via a lightweight TCP protocol. Full architecture, use cases… Mike Perry · 2026-05-19 · 10 min read
• How to run DeepSeek-R1 32B on Apple M3 Ultra — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for DeepSeek-R1 32B on Apple M3 Ultra. Mike Perry · 2026-05-19 · 10 min read
• How to run Qwen 3 14B on Arc B580 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on Arc B580. Mike Perry · 2026-05-19 · 10 min read
• How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 5070 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for DeepSeek-R1 32B on NVIDIA GeForce RTX 5070. Mike Perry · 2026-05-19 · 10 min read
• How to run Llama 3.1 70B on NVIDIA GeForce RTX 5070 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 5070. Mike Perry · 2026-05-19 · 10 min read
• How to run Qwen 3 32B on Arc B580 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on Arc B580. Mike Perry · 2026-05-19 · 10 min read
• How to run Qwen 3 32B on NVIDIA GeForce RTX 5070 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 5070. Mike Perry · 2026-05-19 · 11 min read
• Asus ROG Xreal R1 AR glasses pre-orders start today at $849 — 240 Hz virtual gaming at 171 inches on PC, Xbox, and PlayStation — Asus ROG and Xreal jointly opened pre-orders for the ROG Xreal R1 AR glasses on May 15, 2026, per Tom's Hardware's primary coverage. The… SpecPicks News Desk · 2026-05-18 · 9 min read
• LG UltraGear 52G930B 52-inch 5K gaming monitor review: Extreme in every respect — LG has launched the UltraGear 52G930B, a 52-inch 5K OLED gaming monitor reviewed this week by Tom's Hardware under the headline "Extreme… SpecPicks News Desk · 2026-05-18 · 8 min read
• MLX engine comparison… and oMLX is the top choice. — A benchmark post on r/LocalLLaMA quickly became a reference point for Apple Silicon LLM users: a direct comparison of inference engines on… SpecPicks News Desk · 2026-05-18 · 9 min read
• llama.cpp MTP support landed - Qwen3.6 27B at 2.44× on a Strix Halo, 2.17× on a RTX 3090 rig — Multi-Token Prediction speculative decoding arrived in the mainline llama.cpp repository on May 16, 2026, via PR #22673 (commit 4f13cb7)… SpecPicks News Desk · 2026-05-18 · 10 min read
• Lemonade v10.5.1: an MTP + ROCm 7.13 quick start for Strix Halo — The Lemonade SDK team tagged v10.5.1 on May 18, 2026, positioning the release as an MTP + ROCm 7.13 quick-start aimed at AMD Strix Halo… SpecPicks News Desk · 2026-05-18 · 10 min read
• MTP (Multi-Token Prediction): 2x Faster Token Generation on AMD Strix Halo & Radeon 9700 AI Pro — A benchmark video published May 18, 2026 on YouTube — surfaced through an r/LocalLLaMA thread that climbed the subreddit's front page the… SpecPicks News Desk · 2026-05-18 · 11 min read
• 21 GPU's benchmarked running a small TTS model (vram peak: 5GB) — A Redditor posted results from a self-funded benchmark sprint on vast.ai, renting GPU instances for a few minutes each to run OmniVoice, a… SpecPicks News Desk · 2026-05-18 · 10 min read
• Best Raspberry Pi 5 Starter Kits and Accessories for Home Lab Builds (2026) — The Pi 5 is the best single-board computer for home labs in 2026. Here are the top starter kits, must-have accessories, and real use-case… Mike Perry · 2026-05-18 · 10 min read
• Best NVMe SSD for PC Gaming Builds in 2026 — The best NVMe SSDs for gaming in 2026 ranked by real load-time benchmarks, DirectStorage readiness, and value-per-GB from Gen3 to Gen5. Mike Perry · 2026-05-18 · 9 min read
• Best SSD for Steam Deck Storage Expansion (2026) — The SanDisk 1TB Extreme microSD is the best pick for most Steam Deck owners — no teardown, no warranty risk, and 130MB/s reads for under… Mike Perry · 2026-05-18 · 9 min read
• Best AIO Liquid Cooler for Ryzen X3D & High-End Intel (2026) — The ARCTIC Liquid Freezer II 240, NZXT Kraken 240, and Thermalright Frozen Notte are the best AIO coolers for Ryzen X3D and high-end Intel… Mike Perry · 2026-05-18 · 13 min read
• AMD Ryzen AI Max+ 395: The 128GB Mini PC Running 70B LLMs Locally — The Ryzen AI Max+ 395's 128GB unified memory pool puts 70B LLMs within reach of a mini PC — here's what real tok/s numbers look like on… Mike Perry · 2026-05-18 · 14 min read
• Best Wireless Controller for a Couch-Gaming Living-Room PC in 2026 — The DualSense, 8BitDo Ultimate 2C, and Xbox Wireless are the best couch gaming controllers for a living room PC in 2026 — here's when to… Mike Perry · 2026-05-18 · 14 min read
• Best Gaming CPU for 1080p and 1440p Builds in 2026 — The Ryzen 7 9800X3D is the fastest gaming CPU in 2026, with the 7800X3D and i5-14600K offering strong value for 1080p and 1440p builds at… Mike Perry · 2026-05-18 · 11 min read
• Quake 3 + UT99 Dedicated Server on Raspberry Pi 4 8GB: Headless AI-Managed Setup (2026) — Step-by-step Quake 3 + UT99 dedicated server setup on Raspberry Pi 4 8GB with systemd supervision and a local-LLM AI manager. Pulls ~8W… SpecPicks Editorial · 2026-05-18 · 11 min read
• Best Wired Headset for PlayStation Cross-Play Cross-Platform Voice Chat (2026) — Wired beats wireless for PlayStation cross-play voice chat in 2026. The Turtle Beach Recon 50 PS at $35 is the best buy for most players. SpecPicks Editorial · 2026-05-18 · 10 min read
• Period-Correct 2001 Pentium III Build: Sound Blaster Audigy Era Synthesis — A period-correct 2001 PIII build uses the Intel 815EP chipset, Tualatin-core CPU, GeForce 2 GTS or 3 Ti 200, and a Sound Blaster Audigy… SpecPicks Editorial · 2026-05-18 · 12 min read
• Best Starter Kit for Learning Robotics on Raspberry Pi (2026) — The Pi 4 8GB paired with the Freenove Ultimate Starter Kit is the best way to learn robotics on a Raspberry Pi in 2026 — 57 projects… SpecPicks Editorial · 2026-05-18 · 11 min read
• MTP in llama.cpp: The Regression, the Fix, and the KV-Cache Free Lunch — MTP is working in current llama.cpp main after a 48-hour regression. Here's what broke, which commit fixed it, and why Q8_0 KV cache… SpecPicks Editorial · 2026-05-18 · 10 min read
• Claude Mythos: What Anthropic Found + Why Regulators Were Briefed — Anthropic's Mythos AI surfaced thousands of OS and browser flaws and briefed the FSB. What was disclosed, and what local-agent operators… Mike Perry · 2026-05-18 · 10 min read
• Qwen 3.6 27B on 24GB VRAM: Backend, Quant + Settings Synthesis — Qwen 3.6 27B runs best on 24 GB VRAM with Q4_K_M in llama.cpp or Q5_K_S in ik_llama.cpp. Here's the full quant, backend, and… SpecPicks Editorial · 2026-05-18 · 11 min read
• Why NVIDIA Killed 3dfx: How the Voodoo Brand Still Haunts Modern GPU Launches — NVIDIA bought 3dfx in December 2000 for its patents, engineers, and the SLI trademark—not to kill competition, but because 3dfx had… SpecPicks Editorial · 2026-05-18 · 12 min read
• Best Budget Gaming Monitors Under $300 for 1080p in 2026 — The HP 24mh FHD is the best budget gaming monitor under $300 in 2026: 23.8" IPS, 75Hz, built-in speakers, and sub-$150 street price that… SpecPicks Editorial · 2026-05-18 · 11 min read
• Raspberry Pi 5 + Hailo-8L vs Coral Dual Edge TPU: Which AI Accelerator HAT Wins in 2026? — The Hailo-8L runs YOLOv8n at 52 FPS versus Coral's 38 FPS, supports modern transformer architectures Coral can't handle, and installs in… SpecPicks Editorial · 2026-05-15 · 10 min read
• AMD Ryzen AI Max 395 Box: Can a 128GB Unified-Memory APU Replace a Dual-3090 Local LLM Rig? — The AMD Ryzen AI Max 395 box is 4× more power-efficient and $500 cheaper to run per year than dual 3090s — but the dual-GPU rig is still… SpecPicks Editorial · 2026-05-15 · 10 min read
• Voodoo 3 3500 TV vs GeForce 256 DDR: The Last Great 1999 Gaming GPU Showdown — The GeForce 256 DDR wins Quake III Arena at 1024×768 by 18% and has hardware T&L for post-1999 games. But if you need Glide for classic… SpecPicks Editorial · 2026-05-15 · 10 min read
• Qwen 3.6 27B vs Mistral 3.5 Medium: Local Hardware Showdown for 24GB GPUs — Qwen 3.6 27B leads on coding (89.6 HumanEval) and raw speed (32 tok/s on RTX 4090), while Mistral 3.5 Medium wins on multilingual tasks… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best Gaming Monitors in 2026: 1080p, 1440p, and 4K Picks — Looking for the best gaming monitor in 2026? Benchmark data and expert reviews across four panels — 1080p, 1440p, and 4K — from the KOORUI… SpecPicks Editorial · 2026-05-15 · 20 min read
• Best SSD for a Local LLM Workstation: NVMe vs SATA Model-Load Latency Tested — Your GPU is fast. Your NVMe might not be the bottleneck you think it is — or it might be costing you minutes per session. We loaded Llama… SpecPicks Editorial · 2026-05-15 · 14 min read
• Best Bluetooth Controller for Switch and Retro Emulation on Steam Deck (2026) — The 8BitDo Pro 2 is the best Bluetooth controller for Steam Deck emulation in 2026. Here are five picks ranked for Switch, SNES, GameCube… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best Mouse Pad for Competitive FPS Aiming on Large Desks (2026) — The SteelSeries QcK XXL is the top FPS mouse pad for large desks in 2026. Here are five surfaces ranked by friction consistency, edge… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best CPU Coolers for Ryzen 9000 (9800X3D / 9950X3D) in 2026 — The Corsair iCUE H100i Elite is the top pick for Ryzen 9000 X3D builds in 2026. Here are five vetted CPU coolers matched to AM5 TDP and… SpecPicks Editorial · 2026-05-15 · 12 min read
• Best Arcade Fight Stick & Controller for PlayStation Fighting Games (2026) — MAYFLASH F300 leads our PS5 fight stick picks with real Sanwa JLF parts and 4 ms input lag. HORI HORIPAD Pro is the best licensed pad… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best CompactFlash + IDE Adapters for Retro PC Builds in 2026 — CF + passive IDE adapter is the right storage stack for any Pentium-to-Athlon-XP retro build. Top picks for the cards, USB bridges for… Mike Perry · 2026-05-15 · 13 min read
• Raspberry Pi 4 8GB as a Low-Power Quake 3 / OpenArena / UT99 Dedicated Server (2026 Build Log) — A Pi 4 8GB runs ioquake3 at 16 players and 125 Hz for under $10/year in electricity. This 2026 build log covers Q3, OpenArena, and UT99 on… SpecPicks Editorial · 2026-05-15
• FIDECO vs Unitek vs Vantec: Which SATA/IDE Adapter Boots Win98 from CompactFlash in 2026? — Cloning a Win98 SE install to CompactFlash fails at the adapter. FIDECO's JMicron bridge wins for reliability in 2026; Vantec CB-ISATAU2… SpecPicks Editorial · 2026-05-15
• Best AM4 Gaming CPU in 2026: Ryzen 7 5800X vs 3700X vs 3900X vs Intel i7-9700K — The AM4 platform is still a killer value in 2026. Here are the best CPUs for gaming, streaming, and workloads on a budget — ranked and… SpecPicks Editorial · 2026-05-15
• Best Fighting Game Controller and Arcade Stick for PC in 2026 — The best fighting game controller for PC in 2026 depends on your style. Here are the top pads, arcade sticks, and hitboxes ranked for SF6… SpecPicks Editorial · 2026-05-15
• Local LLM as a Quake 3 / UT99 Demo Coach: Ollama on Ryzen 7 5800X + RTX 3060 (2026) — Run a local LLM on your Ryzen 7 5800X and ZOTAC RTX 3060 12GB to analyze Quake 3 and UT99 demos — no cloud upload, no API fees, full… SpecPicks Editorial · 2026-05-15
• OG NeoGeo Stick vs 8BitDo SN30 Pro: Which Feels More Period-Correct for Fighting Games in 2026? — Comparing the OG NeoGeo CD stick to the 8BitDo SN30 Pro for KOF '98, Garou, and Last Blade in 2026 — input lag numbers, d-pad geometry… SpecPicks Editorial · 2026-05-15
• Best 27-inch 1440p Monitor for Ryzen 7 5800X Esports Builds (2026) — The Ryzen 7 5800X pushes 280-400 FPS in Valorant at 1440p. These 27-inch 1440p monitors give you the refresh rate and image quality to… SpecPicks Editorial · 2026-05-15
• Best CPU Cooler for Ryzen 9 3900X Overclocking in 2026 — The 3900X needs serious cooling at 140-160W sustained. Here are the best CPU coolers for overclocking your Ryzen 9 3900X in 2026 without… SpecPicks Editorial · 2026-05-15
• Troubleshooting Ryzen 7 5800X Memory Training, Boot Loops, and Cold-Start Hangs on B550 in 2026 — Ryzen 7 5800X boot loops and 60-second POST pauses are almost always fixable: update to a known-good AGESA version, set SoC voltage to… SpecPicks Editorial · 2026-05-15 · 11 min read
• Building a Period-Correct 2003 WinXP Gaming Rig with Sound Blaster Audigy and a Modern 8BitDo Controller — We built a period-correct 2003 Windows XP gaming PC in 2026: Pentium 4 2.4 GHz, GeForce FX 5900 Ultra AGP, Sound Blaster Audigy FX, 512 MB… SpecPicks Editorial · 2026-05-15 · 12 min read
• The Pentium III 1 GHz Race: When Intel and AMD Broke the Gigahertz Barrier in the Same Week — In the first week of March 2000, AMD shipped the Athlon 1 GHz on March 6. Intel's Pentium III 1 GHz followed on March 8. Two days, two… SpecPicks Editorial · 2026-05-15 · 10 min read
• How We Use a Vision-LLM to Install Sound Blaster and Voodoo Drivers on Windows 98 — A Real Workflow From Our Retro Fleet — We run a 4-machine retro fleet including a Windows 98 tower and a Windows XP gaming rig. In 2026, we automated driver installs for Sound… SpecPicks Editorial · 2026-05-15 · 10 min read
• Sound Blaster Audigy FX Deep Dive: Is It Worth It for a 2003 WinXP Period-Correct Gaming Build? — Community benchmarks measured the Sound Blaster Audigy FX on a P4 Northwood 875P WinXP build: EAX HD, ASIO latency, Doom 3 CPU load, and… SpecPicks Editorial · 2026-05-15 · 13 min read
• AI-Assisted Sound Card Driver Install on Vintage WinXP: How a Vision LLM Automates the Sound Blaster Audigy FX — We used a vision LLM to automate Sound Blaster Audigy FX driver installation on WinXP across 10 runs. Here is what worked, what failed… SpecPicks Editorial · 2026-05-15 · 15 min read
• Best Quiet CPU Cooler for Ryzen 7 3700X Silent Builds in 2026 — The Noctua NH-U12S is the best quiet cooler for the Ryzen 7 3700X in 2026—22.6 dBA max, 71°C under Prime95, and it fits AM4 boards with as… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best Raspberry Pi Starter Kit for Beginners in 2026 — The FREENOVE Ultimate Starter Kit bundled with a Raspberry Pi 4 8GB is the best beginner setup in 2026—200+ components, a 962-page… SpecPicks Editorial · 2026-05-15 · 12 min read
• Best Raspberry Pi 4 Starter Kit Bundle for First-Time Robotics Builders in 2026 — The Raspberry Pi 4 8GB paired with the Freenove Ultimate Starter Kit gives first-time robotics builders 435+ components, 25 projects, and… SpecPicks Editorial · 2026-05-15 · 13 min read
• Best Used Ryzen CPU for Budget AM4 Gaming Upgrades in 2026 — The used AM4 market in 2026 is a goldmine for budget PC builders. Here are the best Ryzen CPUs to drop into your B450 or X570 board for… SpecPicks Editorial · 2026-05-15 · 13 min read
• Logitech G502 HERO vs G29: Which Logitech Peripheral Belongs in Your Sim Rig? — Sim racers running iRacing or ACC on a single monitor need both a G29 wheel and a precision mouse. The G502 HERO is the right companion—11… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best PlayStation Controllers for PC Gaming in 2026 — The Sony DualSense is the best PlayStation-style controller for PC gaming in 2026—adaptive triggers, haptic feedback, and native Steam… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best Wireless Productivity Keyboards for Home Office in 2026 — The Logitech MK270 combo tops our wireless keyboard picks for home office use—reliable 2.4 GHz connectivity, 24-month battery life, and… SpecPicks Editorial · 2026-05-15 · 9 min read
• Best Budget Gaming CPUs for 1080p in 2026 — The AMD Ryzen 5 5600X is the best budget gaming CPU for 1080p in 2026—six cores, 4.6 GHz boost, and AM4 platform longevity under $150. SpecPicks Editorial · 2026-05-15 · 11 min read
• Best 1TB SATA SSD for Cloning Old Drives and OS Migrations 2026 — Best 1TB SATA SSDs for cloning old hard drives and migrating Windows in 2026, with TBW endurance ratings, clone software comparisons, and… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best Quiet CPU Cooler for Silent Workstation and Office Builds 2026 — The quietest CPU coolers for silent workstations in 2026, with real dBA numbers at load, TDP headroom data, and notes on pump vs fan noise… SpecPicks Editorial · 2026-05-15 · 10 min read
• Sega Genesis Mini vs SNES Classic: Which Plug-and-Play Console Holds Up in 2026? — Full 2026 comparison of the Sega Genesis Mini and Nintendo SNES Classic Edition. Library, hardware quality, controller feel, moddability… Mike Perry · 2026-05-15 · 10 min read
• Transcend CF133 CompactFlash as a Win98 Boot Drive: Speed Tests, Compatibility, and the Adapter That Actually Works (2026) — The Transcend CF133 is a reliable Win98 boot drive when paired with the FIDECO IDE adapter — it boots Windows 98 SE from a 16GB CF card in… SpecPicks Editorial · 2026-05-15 · 12 min read
• Building a Local LLM Voice Assistant on Raspberry Pi 4 8GB: Whisper + Llama 3.2 1B Setup (2026) — You can build an offline voice assistant on a Raspberry Pi 4 8GB using Whisper-tiny for speech recognition and Llama 3.2 1B (q4_K_M) for… SpecPicks Editorial · 2026-05-15 · 12 min read
• Best PC Controllers for Cross-Platform Gaming in 2026 — The PlayStation DualSense is the best PC controller for cross-platform gaming in 2026 — Steam Input exposes its adaptive triggers and… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best CPU Under $300 for a 1080p Gaming Build (2026) — The AMD Ryzen 7 5800X is the best CPU under $300 for a 1080p gaming build in 2026 — 8 cores, 105W TDP, and single-thread performance that… SpecPicks Editorial · 2026-05-15 · 12 min read
• Logitech G29 / G920 Not Detected on Windows 11: Step-by-Step Driver Fix Guide (2026) — If your Logitech G29 or G920 isn't detected on Windows 11, the most common cause is a G HUB conflict with Logitech Gaming Software… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best USB Microphone for a Raspberry Pi Project YouTube Channel (2026) — The HyperX QuadCast 2 is the best USB microphone for a Raspberry Pi or maker project YouTube channel in 2026 — its cardioid mode, shock… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best Webcam for PC Game Streaming Under $100 (2026) — The Logitech C920 is still the best webcam for PC game streaming under $100 in 2026 — sharp 1080p30, built-in stereo mics, and wide… SpecPicks Editorial · 2026-05-15 · 10 min read
• ASUS TUF VG27AQ vs Dell G3223Q: 1440p HDR or 4K 32-Inch in 2026 — Get the ASUS TUF VG27AQ for 3060/4070-class GPUs at 165Hz 1440p, or the Dell G3223Q for 4080+ setups needing 4K 144Hz and HDMI 2.1. GPU… SpecPicks Editorial · 2026-05-15 · 10 min read
• Active Unreal Tournament 99 Servers in 2026: Find, Join, Host — UT99 still has 20-50 active human players in 2026. Install the OldUnreal 469d patch, hit master0.oldunreal.com, and find Instagib CTF… SpecPicks Editorial · 2026-05-15 · 10 min read
• Period-Correct 1999 LAN Rig: Pentium III, Voodoo3 3000, Sound Blaster — Complete build log for a period-correct 1999 Pentium III + Voodoo3 3000 LAN rig in 2026: part list, BIOS settings, CompactFlash storage… SpecPicks Editorial · 2026-05-15 · 12 min read
• Vision LLMs Driving Win98 Driver Installs: Inside Our 4-PC Retro Fleet — Can a vision language model install drivers on Windows 98? Yes — Claude Sonnet 4.6 hits 94% click accuracy at $1.15/install. Here are the… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best Gaming Headset for PlayStation 5 Under $80 (2026) — The Turtle Beach Recon 50 is the best gaming headset for PS5 under $80 in 2026 — plug it into the DualSense 3.5mm jack for clear party… SpecPicks Editorial · 2026-05-15 · 9 min read
• Best Webcam for Streaming and Video Calls Under $200 (2026) — The NexiGo N950P Gen 2 is the best webcam under $200 for streaming and video calls in 2026 — Zoom-certified 1080p60 with Sony Starvis… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best CPU Air Cooler for Ryzen 7000/9000 Builds (2026) — The Noctua NH-U12S is the best air cooler for most Ryzen AM5 builds in 2026 — 155mm height, 125W TDP, fits any mid-tower, and quieter than… SpecPicks Editorial · 2026-05-15 · 11 min read
• LattePanda Sigma vs Raspberry Pi 4 8GB: x86 Windows SBC vs ARM Linux for Edge AI Workloads in 2026 — Sigma wins for Windows-native AI stacks and larger models; Pi 4 8GB wins on watts and cost — full tok/s benchmarks, perf-per-watt, and… SpecPicks Editorial · 2026-05-15 · 11 min read
• Building a Modern BYOC LAN Party Box: 8 Period-Correct Rigs for QuakeCon-Style Events in 2026 — Full component lists, switch and cabling guide, drive-imaging workflow, and a 10-game rotation for a transportable 8-rig period-correct… SpecPicks Editorial · 2026-05-15 · 11 min read
• UT99 OldUnreal 469 Patch in 2026: Migrate Configs, Rejoin Modern Servers, and Tune Mouse Precision — OldUnreal's 469 patch restores UT99 multiplayer in 2026 — here's how to migrate your config, find active servers, and tune mouse feel on… SpecPicks Editorial · 2026-05-15 · 9 min read
• Vision LLMs Driving Period-Correct WinXP and Win98 Installers: Field Report from a 4-PC Retro Fleet — A vision LLM reads installer screenshots, predicts clicks, and completes Windows 98/XP driver chains on period hardware — without a human… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best Sound Card and DAC for Competitive FPS Players in 2026 — Public benchmarks compared the top sound cards and DACs for CS2, Valorant, and Apex in 2026 — the Sound BlasterX G6 leads for footstep… SpecPicks Editorial · 2026-05-15 · 14 min read
• Best CPU for Streaming and Gaming on AM4 in 2026 — AM4 CPUs still make sense for streaming in 2026. We compare the Ryzen 7 5800X, 5600X, and 3700X on x264 OBS encoding performance and… SpecPicks Editorial · 2026-05-15 · 13 min read
• Best Wired Gaming Headset Under $50 for PC and Console in 2026 — We ranked the top wired gaming headsets under $50 in 2026 by mic clarity, driver quality, and cross-platform compatibility across PC, PS5… SpecPicks Editorial · 2026-05-15 · 13 min read
• Best Sim Racing Wheel for Forza on Xbox + PC 2026 — The Logitech G920 is the definitive Xbox+PC sim racing wheel in 2026: genuine force feedback, Forza Hub profiles, and dual-platform… SpecPicks Editorial · 2026-05-15 · 10 min read
• Best 32-Inch 4K Gaming Monitor for PS5 + PC 2026 — The Dell G3223Q leads our 32-inch 4K gaming monitor rankings for 2026: HDMI 2.1, 144Hz, IPS panel, and real DisplayHDR 600 performance… SpecPicks Editorial · 2026-05-15 · 12 min read
• 2000s LAN Party Modern Setup Guide: Hardware, Cables, and Server Stack in 2026 — Hosting a period-correct 2000s LAN party in 2026 takes 4 things: era-appropriate retro hardware (Pentium 4 or Athlon XP), a proper… SpecPicks Editorial · 2026-05-15 · 9 min read
• CompactFlash to IDE Imaging for Win98: Troubleshooting Common Failures — Win98 CF-to-IDE failures almost always trace to one of four causes: incorrect master/slave jumpers, a CF card the BIOS cannot address… SpecPicks Editorial · 2026-05-15 · 9 min read
• Best Gaming Monitor for Console + PC Dual Setup in 2026 — The Dell G3223Q 32-inch 4K 144Hz is the best gaming monitor for a console + PC dual setup in 2026: full HDMI 2.1 bandwidth, native 4K at… SpecPicks Editorial · 2026-05-15 · 9 min read
• 3dfx Voodoo 5 5500 Install Troubleshooting on Windows 98 SE: Drivers, IRQs, and Glide Wrapper Fixes — Troubleshoot every Voodoo 5 5500 install failure on Win98 SE: the right driver version, IRQ fix, Glide wrapper choice, and benchmark data… SpecPicks Editorial · 2026-05-15 · 15 min read
• Using LLMs to Install Vintage GPU Drivers on Win98 and WinXP: A Field Report from Our Retro-Agent Fleet — We automated vintage GPU driver installs on Win98/XP using Claude 3.5 Sonnet computer-use. Six GPUs, real benchmark data, and a full bill… SpecPicks Editorial · 2026-05-15 · 15 min read
• Best SATA SSD for Boot Drive Upgrades on Aging Desktops (2026) — Revive your aging desktop with the right SATA SSD. We rank the top drives by speed, endurance, and value so you can boot Windows in under… SpecPicks Editorial · 2026-05-15 · 14 min read
• Best CPU Cooler for Intel Core i7/i9 Builds in 2026 — The best CPU cooler for Intel i7/i9 in 2026 depends on your TDP ceiling, noise budget, and case. Five air and AIO picks tested against… SpecPicks Editorial · 2026-05-15 · 15 min read
• Best CPU for Gaming in 2026: Intel vs AMD Showdown — AMD's Ryzen 7 5800X leads our 2026 gaming CPU roundup. Public benchmarks compared five chips at 1080p and 1440p to help you pick the right… Mike Perry · 2026-05-15 · 15 min read
• Troubleshooting Voodoo 5 5500 PCI Driver Hangs on Windows 98 SE: Field Guide — SFFT v1.47, IRQ isolation, and a clean ghost-PCI removal resolve all common Voodoo 5 5500 driver hang scenarios on Windows 98 SE… Mike Perry · 2026-05-15 · 9 min read
• LLM-Driven Driver Install on Windows 98: How Claude Walks Voodoo + Sound Blaster Setup — Claude Sonnet 4.6 completes Sound Blaster Audigy FX and Voodoo Glide driver installs on Win98 SE with 96% success in three attempts at… Mike Perry · 2026-05-15 · 11 min read
• Best 2.5" SATA SSD for Old Laptop and PC Upgrades in 2026 — The Samsung 870 EVO is the top pick for reliability, while the Crucial BX500 1TB wins on value — here's how all four 2.5-inch SATA SSDs… Mike Perry · 2026-05-15 · 12 min read
• Building a Period-Correct 2002 GeForce 4 Ti + Pentium 4 Northwood Win98/XP Dual-Boot — The 2002 AGP era was NVIDIA's finest hour before the FX disaster — here's how to build a period-correct Pentium 4 Northwood + GeForce 4 Ti… SpecPicks Editorial · 2026-05-15 · 13 min read
• Raspberry Pi 4 8GB as a Headless Local-LLM Sidecar: llama.cpp Tuning, Quantization Matrix, and Real tok/s — A Raspberry Pi 4 8GB hits 3-5 tok/s with Qwen2.5-3B at Q4_K_M — enough for a headless sidecar. Here's the full quantization matrix, setup… SpecPicks Editorial · 2026-05-15 · 11 min read
• UT99 OldUnreal 469 Patch in 2026: Migration, Servers, and Period-Correct Controller Mapping — OldUnreal 469d brings D3D11, widescreen, and a live master server to UT99 in 2026. Here's how to migrate cleanly, find active servers, and… Mike Perry · 2026-05-15 · 9 min read
• Local LLM Inference on the RTX 3060 12GB: 2026 Quantization Playbook — RTX 3060 12GB is still the best budget GPU for local LLMs in 2026: runs Llama 3.1 8B at Q8 and Qwen 3 14B at Q4_K_M. Full quantization… SpecPicks Editorial · 2026-05-15 · 11 min read
• Best AIO Liquid CPU Coolers for High-TDP Builds in 2026 — Best AIO cooler in 2026: the Cooler Master ML240L RGB V2 at $65 handles 125W CPUs. For quieter builds or 250W+ TDP, the be quiet! Dark… SpecPicks Editorial · 2026-05-15 · 11 min read
• CompactFlash to IDE Adapter Won't Boot on Windows 98: Troubleshooting Guide 2026 — CF-to-IDE won't boot Win98? The top fix is an inactive partition — run fdisk /mbr then set the primary partition active. This guide covers… SpecPicks Editorial · 2026-05-15 · 8 min read
• Best Fight Stick and Pad for Fighting Games on PC (2026) — The MAYFLASH F300 is the best fight stick for PC in 2026 at $55 — moddable to Sanwa parts. For pad players, the DualSense and HORIPAD Pro… SpecPicks Editorial · 2026-05-15 · 10 min read
• Samsung SSD Brand Guide 2026: Every Drive Worth Buying — The Samsung 870 EVO 1TB is the best SATA SSD in 2026 at $70-85. This guide covers every Samsung drive: 870 EVO vs 970 EVO vs 990 PRO, who… SpecPicks Editorial · 2026-05-15 · 11 min read
• Running a Local LLM on the Ryzen 7 5800X + RTX 3060 12GB: Ollama Throughput Per Watt — Benchmarks for running Llama 3.1 8B, Qwen 2.5 14B, and Mistral Small on the RTX 3060 12GB with Ollama: VRAM fit, tok/s, and power-draw math. SpecPicks Editorial · 2026-05-14 · 18 min read
• How to Image a 90s Big-Box CD-ROM to CompactFlash for IDE-Adapter Retro PCs — Step-by-step guide to ripping 90s CD-ROM discs to .bin/.cue images, storing them on CompactFlash via an IDE adapter, and running them on a… SpecPicks Editorial · 2026-05-14 · 14 min read
• Best Gaming Monitor for 1440p in 2026 — Compare the top 1440p gaming monitors of 2026 by panel type, refresh rate, and HDR tier — matched to your GPU for the best performance per… SpecPicks Editorial · 2026-05-14 · 14 min read
• Troubleshooting Sound Blaster Audigy FX Crackling and Driver Failures on WinXP (2026) — The Audigy FX crackles on XP due to IRQ conflicts and low PCI latency — not bad hardware. Fix it with the right driver order… SpecPicks Editorial · 2026-05-14 · 14 min read
• Best Gaming Webcam and Streaming Setup in 2026 — Everything a new streamer needs in 2026: webcam, microphone, and scene controller picks ranked by value, with specs, comparisons, and… SpecPicks Editorial · 2026-05-14 · 13 min read
• AI-Driven Driver Recovery for SB Live! and Audigy on Win98: How an LLM Watches the Installer — A vision-LLM watches a Win98 installer screen and clicks through — hardware setup with RTX 3060, Raspberry Pi 4, and USB HID emulation… SpecPicks Editorial · 2026-05-13 · 11 min read
• Sound Blaster Live! Restoration Guide: Period-Correct Audigy FX Bridge for Win98 Builds — How to restore Sound Blaster Live! on Win98 SE — driver packages, EAX 1.0/2.0 game compatibility, and when to use an Audigy FX as a modern… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Streaming Mic for Console Gaming in 2026: HyperX QuadCast 2 vs Blue Yeti — HyperX QuadCast 2 vs Blue Yeti tested on PS5, Xbox Series X, and PC — USB mic compatibility, latency, and noise rejection ranked for… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best GPU for 1440p 144Hz Esports in 2026: RTX 3060 Ventus Sweet Spot — RTX 3060 12GB vs RTX 4060 vs RX 7600 tested at 1440p competitive settings — FPS tables for CS2, Valorant, Apex, and five more esports… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Gaming Controller for PC and Console in 2026: 5 Picks Compared — Five controllers tested on PS5, Xbox, and PC — DualSense leads for haptics, 8BitDo Pro 2 for fighting games. Ranked by latency, battery… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best 1TB SATA SSDs for PC Builds and Retro Upgrades in 2026 — SATA SSDs still matter in 2026 for retro builds, secondary storage, and NAS bays. Here are the best 1TB options — from Samsung's quality… SpecPicks Editorial · 2026-05-13 · 10 min read
• How to Find and Join Active Quake 3 and UT99 Servers in 2026 — Quake 3 and UT99 still have active communities in 2026. Here's how to find working servers, update your install, join CPMA pugs, and host… SpecPicks Editorial · 2026-05-13 · 9 min read
• Sound Blaster Audigy FX vs Sound Blaster Live! for Period-Correct Win98 Builds — For a period-correct 1999-2001 Win98 build, the original SB Live! 5.1 is the only card with working EAX. Here's the full comparison… SpecPicks Editorial · 2026-05-13 · 10 min read
• Using Claude to Drive Period-Correct Win98 Driver Installs on Voodoo and GeForce 4 Hardware — Claude Sonnet with vision can click through Win98 driver installers that scripts can't touch. Here's what the retro-agent fleet learned… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Wireless Controller for PC Gaming in 2026 — Controller gaming on PC is the default for platformers, fighters, and action games in 2026. Here's which wireless controller wins for… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Webcam and Mic Setup for Streaming Under $300 (2026) — For under $300, you can build a streaming setup that matches gear costing twice as much. Here's how to pick the right webcam and mic for… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best PC Cooling Solutions for AM4 and AM5 Builds in 2026 — Zen 4 and Zen 5 run hot and reward good coolers. Here are the best air and AIO options for AM4 and AM5 builds in 2026, from budget to… SpecPicks Editorial · 2026-05-13 · 9 min read
• Best CPU Cooler for AM4 Ryzen 7 5800X Overclocking Under $100 in 2026 — The Noctua NH-U12S is our top pick for 5800X overclocking under $100 — it holds 4.6-4.7 GHz all-core overclocks in silence, and if you… SpecPicks Editorial · 2026-05-13 · 14 min read
• How LAN Parties Died: A 2002-2008 Cultural Retrospective — LAN parties collapsed between 2007 and 2010 as residential broadband crossed 60% penetration and Xbox Live's matchmaking removed the one… SpecPicks Editorial · 2026-05-13 · 14 min read
• Running Qwen3 35B A3B at 80 tok/s on a 12GB RTX 3060 in 2026 — With llama.cpp Multi-Token Prediction and Q4_K_M quantization, a 12GB RTX 3060 delivers 70-90 tok/s on Qwen3 35B A3B — here's how to… SpecPicks Editorial · 2026-05-13 · 15 min read
• Best GPU for 1080p Esports Under $400 in 2026: RTX 3060 Showdown — The ZOTAC RTX 3060 Twin Edge OC is the best GPU for 1080p esports under $400 in 2026 — 240+ FPS in CS2 and Valorant, 12GB VRAM, dual-fan… SpecPicks Editorial · 2026-05-13 · 15 min read
• Best Single-Board Computers for AI and Robotics Projects in 2026 — The Raspberry Pi 5 8GB is the best SBC for AI maker projects in 2026 for most use cases — NVMe support and a mature ecosystem edge out… SpecPicks Editorial · 2026-05-13 · 16 min read
• Best DualSense Controllers and Adapters for PC in 2026 — The PlayStation DualSense leads our 2026 PC controller picks for haptics depth, but the 8BitDo Pro 2's hall-effect sticks and 20-hour… SpecPicks Editorial · 2026-05-13 · 14 min read
• Best Internal SSDs for PC Gaming Builds (2026) — The Crucial BX500 1TB is the everyone-SSD for SATA upgrades; the WD Blue SN550 wins NVMe. Five picks with real benchmarks, sustained-write… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Cooling Solutions for Modern Gaming PCs (2026) — The Noctua NH-U12S is the right cooler for most 2026 gaming builds; AIO matters only for overclocks. Real 7800X3D and 14900K thermal… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Gaming Keyboards for Home Office and Esports (2026) — The Logitech K270 wins for office-plus-casual gaming under $25; tournament tenkeyless wins for competitive play. Five picks, real latency… SpecPicks Editorial · 2026-05-13 · 11 min read
• Running Qwen3.6 35B A3B at 80 tok/s on a 12GB GPU: What the LocalLLaMA Benchmark Means — The ZOTAC RTX 3060 12GB runs Qwen 3.6 35B-A3B at ~78 tok/s with llama.cpp MTP enabled. Real benchmarks, llama.cpp setup commands, and CPU… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best CPU Cooler for AM4 Ryzen Overclocking (2026 Edition) — The best CPU cooler for AM4 Ryzen overclocking in 2026 is the Noctua NH-U12S for PBO builds and the be quiet! Dark Rock Pro 4 for all-core… SpecPicks Editorial · 2026-05-13 · 10 min read
• Sound Blaster Audigy FX vs Sound BlasterX G6 for Retro Win98/XP Builds — The Audigy FX wins for retro Win98/XP builds needing EAX hardware acceleration — period-correct EAX HD for Doom 3 and Battlefield 2. The… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Controller for PC Emulation and Retro Console Crossover (2026) — The best controller for PC emulation in 2026 is the 8BitDo Pro 2 — hall-effect-adjacent precision, four OS mode switches, and sub-10ms… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best SSD for 2000s LAN Party PC Builds (2026) — The best SSD for a retro LAN party PC in 2026 is the Samsung 870 EVO — it works on every SATA controller from 2003 onward, doesn't need… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Webcam for Streaming and Remote Work (2026) — The best webcam for streaming and work from home in 2026 is still the Logitech C920 for most buyers — paired with a decent USB mic, it… SpecPicks Editorial · 2026-05-13 · 10 min read
• GeForce FX 5900 Won't POST or Crashes in WinXP: Troubleshooting Guide — Fix your FX 5900: from no-POST cap failures to driver INF conflicts and VRAM thermal crashes — with a full capacitor recap walkthrough and… SpecPicks Editorial · 2026-05-13 · 17 min read
• Best Gaming Monitor for Console and PC Crossover (2026) — The best gaming monitor for PC and console crossover in 2026 handles 4K 120Hz over HDMI 2.1, VRR, and a panel fast enough for PC… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Webcam for Streaming and Remote Work in 2026 — The Logitech C920 still leads for most streamers in 2026. We tested 1080p and 4K webcams on autofocus, low-light, and value to find the… SpecPicks Editorial · 2026-05-13 · 12 min read
• Qwen3.6 35B A3B on RTX 3060 12GB: 80 tok/s with llama.cpp MTP — The RTX 3060 12GB runs Qwen3.6 35B A3B at ~80 tok/s with llama.cpp MTP enabled — here's the quantization matrix, context limits, and… SpecPicks Editorial · 2026-05-13 · 12 min read
• Best Controller for PC Emulation and Retro Gaming in 2026 — Five controllers tested for D-pad accuracy, wireless latency, and RetroArch compatibility — ranked for NES through PS2 emulation in 2026. SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Noctua Cooling Products in 2026: A Brand Buying Guide — Every Noctua CPU cooler and fan ranked for 2026: NH-U12S for most builds, NH-D15 G2 for max performance, NH-L9i for SFF — with benchmark… SpecPicks Editorial · 2026-05-13 · 12 min read
• Best Mechanical Keyboard for Office and Gaming Crossover (2026) — Silent linear switches and TKL layout let a single mechanical keyboard handle open-office typing and competitive gaming. Here's what to… SpecPicks Editorial · 2026-05-13 · 11 min read
• AI-Driven Win98 Voodoo3 Driver Recovery on a Raspberry Pi 5 Companion — Use a Raspberry Pi 5 as an AI companion to automate Win98 Voodoo3 driver installs: vision LLM reads installer screens, text LLM emits… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best AMD Ryzen CPU for Gaming in 2026: 5 Picks Compared — Five AMD Ryzen CPUs benchmarked for gaming in 2026: 1080p FPS, streaming overhead, AM4 platform longevity, and honest picks for every… SpecPicks Editorial · 2026-05-13 · 15 min read
• Best Gaming Mouse for Office Productivity Crossover (2026) — The Logitech G502 Hero is the top dual-use gaming and office mouse for 2026: per-app button profiles via G HUB, adjustable DPI, and 11… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Gaming Monitor for Console + PC in 2026 — The top gaming monitors for running PS5, Xbox Series X, and a gaming PC on one display — with real-world HDMI 2.1 test results, VRR… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Cooling for AMD Ryzen Overclocking in 2026 — Our top picks for Ryzen overclocking in 2026 — covering AM4 and AM5 thermal envelopes, TDP ratings, RAM clearance, and real-world bench… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Gaming SSD for PC Builds in 2026: 5 Picks Tested — Five SSDs tested for gaming in 2026: NVMe vs SATA load times, DRAM cache impact, and honest picks from WD, Crucial, Samsung, and SanDisk. SpecPicks Editorial · 2026-05-13 · 13 min read
• Best Wireless Keyboard for Home Office and Light Gaming (2026) — Five wireless keyboards picked for hybrid office and light gaming use. Logitech K270 wins overall; MX Keys for multi-device pros. SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Gaming Mouse Pad for Esports and Productivity (2026) — Five gaming mouse pads tested for esports flicks and full-day office use. SteelSeries QcK XXL wins overall; budget pick under $25. SpecPicks Editorial · 2026-05-13 · 10 min read
• 3dfx Voodoo3 3000 PCI vs Voodoo5 5500 AGP: Win98 Performance Synthesis (2026) — Voodoo3 3000 PCI vs Voodoo5 5500 AGP: benchmark synthesis across Quake III, UT99, and 3DMark on Win98 SE, with 2026 used-market pricing… SpecPicks Editorial · 2026-05-13 · 18 min read
• Best CPU Cooler for Ryzen 7 5800X & AM4 Overclocking (2026) — The five best CPU coolers for the Ryzen 7 5800X in 2026 — from the Corsair H100i Elite Capellix to the be quiet! Dark Rock Pro 4… SpecPicks Editorial · 2026-05-13 · 16 min read
• AI-Driven Win9x Driver Install: How Vision-LLMs Tame Vintage Installers (2026) — How vision-LLMs automate Win9x driver installs in 2026 — click-loop architecture, Claude Sonnet 4.6 vs Qwen2.5-VL, $0.05/install cost, and… SpecPicks Editorial · 2026-05-13 · 18 min read
• Qwen 3.6 35B-A3B on RTX 3060 12GB: Local LLM Throughput Guide (2026) — Running Qwen 3.6 35B-A3B on an RTX 3060 12GB with llama.cpp in 2026 — q4_K_M quantization, 8-15 tok/s via CPU offload, MTP speedups, and… SpecPicks Editorial · 2026-05-13 · 18 min read
• Best Mechanical Keyboard for Office Work & Productivity (2026) — The best keyboards and desk accessories for office productivity in 2026 — Logitech K270 wireless, SteelSeries QcK mousepad, and gaming… SpecPicks Editorial · 2026-05-13 · 15 min read
• AI-Driven Sound Blaster Driver Install on WinXP via Vision LLM — Use a vision LLM to install Sound Blaster Audigy FX drivers on Windows XP: screenshot each installer dialog, send to Claude Sonnet 4.6 or… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Gaming Mouse Pad for Esports & Office Use in 2026 — Best gaming mouse pad for esports and office use in 2026: SteelSeries QcK leads across all sizes, with 103K Amazon reviews validating… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best CPU Cooler for AM4 Ryzen 5800X & 9700K Builds (2026) — Best CPU coolers for Ryzen 7 5800X and i7-9700K builds in 2026: Corsair H100i Elite leads for AIO performance, be quiet! Dark Rock Pro 4… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Budget SSD for Gaming PC Builds in 2026: 5 Picks — Best budget SSDs for gaming in 2026: Crucial BX500 1TB leads at under $60 for SATA, WD Blue SN550 1TB wins NVMe at $65. Samsung 870 EVO… SpecPicks Editorial · 2026-05-13 · 11 min read
• Best Budget Gaming CPU in 2026: 5 AM4 and Entry Picks Ranked — Best budget gaming CPU in 2026: five AM4 Ryzen picks ranked by role, from the $80 Ryzen 5 5500 up to the 105W Ryzen 7 5800X performance… Mike Perry · 2026-05-13 · 12 min read
• AMD Ryzen AI Max+ PRO 495 192GB: What the PassMark Leak Tells Us — The Ryzen AI Max+ PRO 495 leaked in PassMark with 192GB unified memory. At 192GB you can run Llama 3 405B at q2 and DeepSeek-V3 at q3 on a… SpecPicks Editorial · 2026-05-13 · 10 min read
• AI-Driven Sound Blaster Driver Recovery on Win98 in 2026 — An LLM agent using screenshot vision + text reasoning can install the Audigy FX on Win98 with a 78% first-attempt success rate — vs 42%… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best SSD for PS5 Console Storage Expansion in 2026 — The PS5 requires PCIe 4.0 NVMe with 5,500 MB/s+ sequential read. The WD SN550 (PCIe 3.0, 2,400 MB/s) and any SATA SSD are incompatible… SpecPicks Editorial · 2026-05-13 · 9 min read
• Best GPU for 1440p Esports at 240Hz in 2026 — The RTX 3060 12GB sustains 240+ fps in Valorant and CS2 at 1440p competitive settings for ~$200 used in 2026. Here's the full benchmark… SpecPicks Editorial · 2026-05-13 · 8 min read
• Best Gaming Monitor Under $400 in 2026: 5 Top Picks — Looking for the best sub-$400 gaming monitor in 2026? Here are five tested-class picks across 4K, 1440p, and curved, ranked by value and… Mike Perry · 2026-05-13 · 11 min read
• AI-Driven Driver Install on WinXP: Vision LLM Walks the Audigy FX Setup — A vision LLM can drive the full Sound Blaster Audigy FX driver install on WinXP with zero scripting. Token cost: ~$2.20 per install… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Webcam for Twitch Streaming on a Budget in 2026 — The Logitech C920 is still the best budget streaming webcam in 2026. Pair it with a Blue Yeti or QuadCast 2 mic and an Elgato Stream Deck… SpecPicks Editorial · 2026-05-13 · 9 min read
• Best Budget Gaming Mouse Pad for Esports in 2026 — The SteelSeries QcK is the best budget gaming mouse pad for esports in 2026 — reference cloth surface, sizes for every grip style, under… Mike Perry · 2026-05-13 · 14 min read
• Best Budget SSD for PC Builds in 2026 — The best budget SSD for a 2026 PC build is the WD Blue SN550 NVMe for boards with M.2 slots, or Samsung 870 EVO for SATA-only systems… SpecPicks Editorial · 2026-05-13 · 8 min read
• Best Raspberry Pi 5 Projects and Kits for 2026 — The best Raspberry Pi 5 kit for 2026 depends on your project: Pi 4 8GB for always-on home-lab, Freenove kit for beginners, Pi 5 16GB for… SpecPicks Editorial · 2026-05-13 · 10 min read
• Best Gaming Mouse Pad for Esports FPS in 2026 — The SteelSeries QcK is the most-used pad in pro Valorant and CS2. Here's what surface, size, and base actually matter for FPS aim in 2026. SpecPicks Editorial · 2026-05-13 · 9 min read
• Best Budget SATA SSD for Everyday Upgrades (2026) — The Samsung 870 EVO and Crucial BX500 top our 2026 budget SATA SSD guide — both deliver 540 MB/s reads and 5× speedup over spinning drives… SpecPicks Editorial · 2026-05-13 · 12 min read
• MTP Decoding on RTX 3060 12GB: When Multi-Token Prediction Helps (and Hurts) — MTP on an RTX 3060 12GB delivers real speedups for coding tasks but can hurt summarization. Here's the full benchmark breakdown before you… Mike Perry · 2026-05-13 · 11 min read
• Best Budget Gaming Monitor Under $300 in 2026 — The best budget gaming monitor under $300 in 2026: HP 24mh for esports, KOORUI Mini LED for value 4K, Dell G3223Q for console, Samsung G5… SpecPicks Editorial · 2026-05-13 · 11 min read
• CompactFlash to IDE 50-Pin Adapters: A Retro Storage Buyer's Guide for 2026 — 50-pin IDE laptops need a specific adapter — 44-pin won't fit. Here's which CF cards, adapters, and imaging steps get your vintage machine… Mike Perry · 2026-05-13 · 16 min read
• Best Gaming Mouse for Warzone & FPS Esports in 2026 — From sensor specs to weight systems and wireless reliability, here is what actually separates a winning Warzone mouse from a mediocre one… Mike Perry · 2026-05-13 · 11 min read
• Best Gaming CPU for 1440p Builds in 2026 — The AMD Ryzen 7 5800X is the best gaming CPU for 1440p in 2026 — Zen 3 IPC, 32MB unified L3, and AM4 platform savings make it the clearest… SpecPicks Editorial · 2026-05-13 · 12 min read
• Active Quake 3 and OpenArena Servers in 2026 — How to Find and Join Them — id's Q3 master server died in 2014, but ioquake3, CPMA, and OpenArena rebuilt the directory. Here's where the active servers are, which… Mike Perry · 2026-05-12 · 9 min read
• Sound Blaster Audigy 2 ZS vs Audigy FX for Windows XP Gaming (2026) — Between the Sound Blaster Audigy 2 ZS and the Audigy FX for Windows XP gaming, the Audigy 2 ZS offers authentic hardware EAX 4.0 Advanced… SpecPicks Editorial · 2026-05-12
• AMD Ryzen AI Max+ 395 vs RTX 3060 12GB for Local LLM Inference (2026) — Below 27B at Q4 the RTX 3060 12GB wins by 2-3× on tokens-per-second. Above 27B the Ryzen AI Max+ 395 is the only consumer-priced option… Mike Perry · 2026-05-12 · 10 min read
• Best Gaming Mouse for FPS Esports Under $100 (2026) — If you’re seeking the best gaming mouse for FPS esports under $100 in 2026, the Logitech G502 Hero remains the top all-rounder, balancing… SpecPicks Editorial · 2026-05-12
• Building a Retro PC Server Farm with AI: Hosting Quake 3, UT99 & OpenArena in 2026 — A $400-$700 farm of Raspberry Pi 5 nodes running ioquake3, UT99, and OpenArena dedicated servers, with a local LLM generating systemd… Mike Perry · 2026-05-12 · 10 min read
• Troubleshooting WinXP Audigy FX Install Failures in 2026 — Audigy FX has no official XP driver. Here's the install order that works in 2026: daniel_k repack first, manual INF second, stock bundle… Mike Perry · 2026-05-12 · 10 min read
• Best Wireless Controller for PC LAN Parties & Couch Co-Op in 2026 — Our 2026 roundup of the best wireless PC controllers for LAN parties and couch co-op: measured battery life, sub-10ms 2.4GHz dongles… Mike Perry · 2026-05-12 · 17 min read
• Best Single-Board Computer Project Kits for Beginners (2026) — Jumping into the world of single-board computers (SBCs) can feel daunting, but it has never been more approachable. The right starter kit… SpecPicks Editorial · 2026-05-12
• Building a Period-Correct 2003 LAN Party Rig with Athlon XP and Audigy 2 ZS — For the ultimate 2003 LAN party PC build, combine an Athlon XP 2500+ Barton CPU, ASUS A7N8X Deluxe motherboard, GeForce 4 Ti 4600… SpecPicks Editorial · 2026-05-12
• Best Gaming SSD for PC Builds in 2026: 5 Picks Tested — PCIe Gen5 finally has competition: the WD Black SN8100, Crucial T705, and Samsung 9100 PRO all clear 14,000 MB/s. We tested five gaming… Mike Perry · 2026-05-12 · 20 min read
• RTX 3060 12GB vs RTX 4060 — Which Mid-Range GPU for 2026 Builds? — For 2026 mid-range builds, the rtx 3060 12gb vs rtx 4060 2026 decision splits along two axes: VRAM capacity and frame-generation support… SpecPicks Editorial · 2026-05-12
• Building a 2002 LAN Party PC: GeForce 4 Ti + Athlon XP — Building a period-correct 2002 LAN party PC comes down to four anchor parts: an Athlon XP 2200+ on a Socket A board, a GeForce 4 Ti 4600… SpecPicks Editorial · 2026-05-12
• Running a Local LLM on a Raspberry Pi 4 Cluster — Realistic Expectations for 2026 — A raspberry pi 4 local llm cluster 2026 build is technically viable, but the throughput ceiling is low: per LocalLLaMA measurements, a… SpecPicks Editorial · 2026-05-12
• Sound Blaster Audigy FX in a Period-Correct Win98 Gaming Build — Is the Sound Blaster Audigy FX a good fit for a period-correct Win98 gaming build? In short: While the Audigy FX is a capable, modern PCIe… SpecPicks Editorial · 2026-05-12
• Qwen 3.6 35B on RTX 3060 12GB: 18–28 tok/s — RTX 3060 12GB runs Qwen 3.6 35B at 18–28 tok/s via llama.cpp. MTP speculative decoding adds 1.5–1.8× speed. Real 2026 benchmark data. Mike Perry · 2026-05-12 · 10 min read
• Best Wireless Controller for Sega Genesis Mini and Retro Emulation in 2026 — For Sega Genesis Mini owners and retro emulation enthusiasts in 2026, the best wireless controller is the 8BitDo SN30 Pro… Mike Perry · 2026-05-12 · 11 min read
• AMD Ryzen AI Max+ 395 vs Mac Studio M4 Max for Local LLM Inference — If your top priority is local LLM inference, the AMD Ryzen AI Max+ 395 offers superior memory bandwidth and high unified RAM… Mike Perry · 2026-05-12 · 10 min read
• Best Internal SATA SSDs for PC Upgrades (2026) — For the best SATA SSD 2026 buyers can put into an older desktop, a secondary-storage tray, or a console upgrade, the Samsung 870 EVO 500GB… SpecPicks Editorial · 2026-05-12
• Best SSD for a PS4 Pro Upgrade in 2026: 870 EVO vs BX500 — A PS4 Pro spends 70% of every loading screen waiting on disk. A $60 Samsung 870 EVO cuts Spider-Man Remastered loads from 28s to 11s and… Mike Perry · 2026-05-12 · 10 min read
• Best Webcam for Streaming Under $200 (2026) — If you're looking for the best webcam for streaming under $200 in 2026, the undisputed champion remains the Logitech C920. With… SpecPicks Editorial · 2026-05-12
• Best Gaming Monitor for 1440p Under $400 (2026) — Looking for the best gaming monitor for 1440p under $400 in 2026? The Samsung Odyssey G5 32" delivers the sweet spot of high refresh… SpecPicks Editorial · 2026-05-12
• Period-Correct 1999 Voodoo3 + Pentium III LAN Party Build Guide — To build a period-correct 1999 Voodoo3 Pentium III gaming PC, source a Pentium III 600-733MHz CPU, a Slot 1 BX/440BX motherboard… SpecPicks Editorial · 2026-05-12
• Best Brand Page: Logitech G Gaming Gear Lineup for 2026 PC Builders — For PC builders shopping the Logitech G gaming gear 2026 lineup, the standout picks are the G502 Hero mouse, K270 wireless keyboard, Blue… SpecPicks Editorial · 2026-05-12
• AI-Driven Win98 Voodoo Driver Install: A Repeatable Vision-LLM Playbook for the Sound Blaster Audigy FX — The AI vision LLM Win98 driver install workflow has matured from research demo to production tool. This playbook covers the pipeline retro… SpecPicks Editorial · 2026-05-12
• Pentium III Coppermine vs Tualatin: Which 2001 LAN Build CPU Aged Better — The Pentium III Coppermine vs Tualatin decision for a 2026 LAN-party retro build comes down to chipset support — if your motherboard… SpecPicks Editorial · 2026-05-12
• Troubleshooting 3dfx Voodoo Cards on Modern AGP Builds: The 2026 Recovery Playbook — This 3dfx Voodoo troubleshooting 2026 playbook collects the most-recurring failure modes when mounting Voodoo cards in restored 1998–2002… SpecPicks Editorial · 2026-05-12
• Best Gaming Webcam and Microphone Bundle for Streamers in 2026 — The best streaming webcam microphone bundle 2026 for most Twitch and YouTube streamers is the Logitech C922x Pro paired with the HyperX… SpecPicks Editorial · 2026-05-12
• Best Sim Racing Wheel for Beginners on PS5 & PC (2026) — For most beginners in 2026, the best sim racing wheel is the Logitech G920 (Xbox+PC) or G29 (PS5+PC) — same gear-driven dual-motor base… SpecPicks Editorial · 2026-05-11
• Best Microphones for Streaming and Podcasting (2026) — The HyperX QuadCast 2 is the best USB-C streaming mic in 2026; the Blue Yeti is the classic USB-A pick. Five mics, real audio comparisons… SpecPicks Editorial · 2026-05-11 · 10 min read
• GeForce 4 Ti 4600 vs GeForce FX 5900: The Last Great AGP Cards Compared (2026) — The GeForce 4 Ti 4600 and FX 5900 represent the pinnacle of the AGP era. This guide compares their architecture, performance, and game… SpecPicks Editorial · 2026-05-09 · 10 min read
• Sound Blaster Audigy FX in a Period-Correct WinXP Build: 2026 Install and Tuning Guide — The Creative Sound Blaster Audigy FX remains a practical choice for period-correct Windows XP gaming builds in 2026. This guide covers… SpecPicks Editorial · 2026-05-09 · 10 min read
• Running Qwen3.6 35B A3B at 80 tok/s on a 12GB GPU: What the MSI RTX 3060 12GB Setup Looks Like — Build a $1,135 Qwen3.6 35B A3B rig around an MSI RTX 3060 12GB. Bill of materials, llama.cpp + MTP setup, real-world tok/s, and the common… Mike Perry · 2026-05-09 · 11 min read
• Best DualSense and PC-Compatible Controller (2026) — The Sony DualSense is the best all-around PC controller in 2026. The 8BitDo Pro 2 is the best value with Hall sticks at $45. We tested six… Mike Perry · 2026-05-09 · 11 min read
• Best Gaming Keyboard for Office and Gaming Crossover (2026) — Finding the best gaming keyboard that doubles as a reliable office keyboard can be a challenge. This guide covers quiet, wireless, and… SpecPicks Editorial · 2026-05-09
• Best Single-Board Computer for a 2026 Home Lab — The Raspberry Pi 5 8 GB is the default 2026 home-lab SBC: best tooling, PCIe Gen 3 NVMe, and 8 GB of RAM that holds a real stack. Here's… Mike Perry · 2026-05-09 · 12 min read
• Voodoo3 3000 PCI Install Guide for Win98 SE in 2026 — How to install a Voodoo3 3000 PCI in a Windows 98 SE retro build in 2026 — driver pairings, capacitor replacement, BIOS quirks, and… Mike Perry · 2026-05-09 · 12 min read
• Running Qwen3.6 35B A3B at 80 tok/s on a 12GB GPU: The MTP Setup Guide — An MSI RTX 3060 12GB can run Qwen3.6 35B A3B at 60–80 tok/s once you pair llama.cpp's Multi-Token Prediction build with MoE-aware… Mike Perry · 2026-05-09 · 10 min read
• Best USB Microphone for Streaming and Podcasting (2026) — Explore the best USB microphones for streaming and podcasting in 2026. From the HyperX QuadCast 2 to the Logitech Blue Yeti, find the… SpecPicks Editorial · 2026-05-09
• Best Wireless Gaming Controller for PC and Console (2026) — Hall-effect joysticks are now standard, Bluetooth pairing finally works, and the right wireless controller depends entirely on which… Mike Perry · 2026-05-09 · 11 min read
• Best Sim Racing Wheel for PC and Console in 2026 — The best sim racing wheel for PC and console in 2026 is the Logitech G29 — 900° rotation, helical-gear force feedback, and 21k+ Amazon… SpecPicks Editorial · 2026-05-09
• Period-Correct 2002 LAN Party Build Around an Athlon XP and GeForce 4 Ti — A period-correct 2002 Athlon XP + GeForce 4 Ti LAN build pairs an Athlon XP 2200+ Thoroughbred with a Ti 4400 or Ti 4600, 512 MB of PC2700… SpecPicks Editorial · 2026-05-09
• Sound Blaster Audigy FX Install Guide for Win98 SE Period-Correct Builds — The Audigy FX is the wrong sound card for a Win98 SE rig. Here's why, and the period-correct PCI install procedure for an Audigy 2 ZS or… Mike Perry · 2026-05-09 · 14 min read
• Building a Local LLM Workstation on a Raspberry Pi 5 + Ryzen 7 5800X Hybrid — A Raspberry Pi 5 + Ryzen 7 5800X hybrid local LLM workstation works in 2026: Pi 5 handles routing, voice frontend, and Tailscale gateway… SpecPicks Editorial · 2026-05-09
• Best Gaming Headset for PC and Console in 2026 — The best gaming headset 2026 for the widest audience is the Turtle Beach Recon 50 with 106k+ Amazon reviews. For competitive PC, the… SpecPicks Editorial · 2026-05-09
• Sound Blaster Live! vs Audigy FX for a 2002 Win98/XP Bridge Build — The Sound Blaster Live! 5.1 has hardware EAX 2.0, native Win98 SE drivers, and PCI compatibility. The Audigy FX has none of those. For a… Mike Perry · 2026-05-09 · 12 min read
• Best Gaming Headsets and Audio Gear for Console Players in 2026 — The best console gaming headset 2026 for most PS5 and Xbox Series players is the Turtle Beach Recon 50 paired with a dedicated USB mic if… SpecPicks Editorial · 2026-05-09
• Best Gaming Mouse for Logitech G502 Hero Loyalists in 2026 — Eleven-button thumb cluster, HERO 25K sensor, weights — the G502 Hero is still the right mouse for most loyalists. Here's when to upgrade. Mike Perry · 2026-05-09 · 12 min read
• Best SATA SSD for Retro PC Upgrades in 2026 — For the best sata ssd retro pc upgrade in 2026, the Samsung 870 EVO 250GB is the safest pick across Pentium III, Athlon XP, and Core 2… SpecPicks Editorial · 2026-05-09
• How to Find and Join Active Retro Multiplayer Servers in 2026 (Quake 3, UT99, CS 1.6, Diablo II) — The masters servers Activision, Epic, Valve, and Blizzard ran are mostly dead. The communities aren't. Here's where to find populated… Mike Perry · 2026-05-08 · 11 min read
• Period-Correct Pentium III + GeForce 4 Ti Build for 2001-2003 Gaming — The pentium iii geforce 4 ti build is the canonical sweet spot for 1998-2002 PC gaming. Pair a Tualatin PIII with a Ti 4200, an Audigy 2… SpecPicks Editorial · 2026-05-08
• Best Gaming Headsets and Streaming Mics for Console + PC (2026) — The best streaming mic 2026 for most creators is the HyperX QuadCast 2, paired with a Logitech C920 webcam and a Turtle Beach Recon 50 for… SpecPicks Editorial · 2026-05-08
• Best CPU Coolers for Ryzen and Intel Builds in 2026 — The best CPU cooler 2026 short answer: a be quiet! Dark Rock Pro 4 for silent premium air, a Cooler Master ML240L RGB for the cheapest… SpecPicks Editorial · 2026-05-08
• Best Gaming CPUs Under $400 for 2026: Ryzen, X3D, and Intel Picks — The best gaming CPU under 400 2026 dollars is the AMD Ryzen 7 5800X for AM4 builders chasing 1440p frame rates without paying the AM5… SpecPicks Editorial · 2026-05-08
• Sound Blaster AWE32 vs AWE64: Which Belongs in Your DOS Build? — For most DOS builds in 2026, the AWE32 with a full 28MB SIMM upgrade wins for SoundFont users, the AWE64 Value fits tight ISA budgets, and… SpecPicks Editorial · 2026-05-08
• Best Streaming Webcam and Mic Setup Under $300 (2026) — The best streaming webcam and mic setup under $300 in 2026 pairs the Blue Yeti or HyperX QuadCast 2 with the Logitech C920, leaving… SpecPicks Editorial · 2026-05-08
• Best Wireless Controller for PC Gaming on Couch and Living Room (2026) — The best wireless controller pc couch pick in 2026 is the PlayStation DualSense for the broadest game compatibility via Steam Input plus… SpecPicks Editorial · 2026-05-08
• How to Fix a Raspberry Pi 5 That Won't Boot: Power, microSD, and Display Diagnostics — If your raspberry pi 5 won't boot, work through this checklist in order: confirm a 5V/5A USB-C PD source, reflash a known-good A2 microSD… SpecPicks Editorial · 2026-05-08
• Best Raspberry Pi 5 Home Lab Cluster Setup for Self-Hosting (2026) — The best raspberry pi 5 home lab cluster setup 2026 is a 4-node Pi 5 8GB stack on a 2.5GbE switch, each node running K3s on Ubuntu 24.04… SpecPicks Editorial · 2026-05-08
• Best Raspberry Pi Starter Kits for Beginners (2026) — The best raspberry pi starter kit 2026 for most beginners is the Raspberry Pi 4 Computer Model B 8GB paired with a Freenove Ultimate… SpecPicks Editorial · 2026-05-08
• Sound Blaster Audigy FX vs Sound BlasterX G6: Picking a Card for Retro and Modern Dual-Boot — For a dual-boot rig running both Windows XP and Windows 11 titles, the Audigy FX wins on internal simplicity while the Sound BlasterX G6… SpecPicks Editorial · 2026-05-08
• Cloning a Win98 Voodoo3 Boot Drive: SATA-IDE Adapter Workflow — The cleanest 2026 win98 boot drive clone sata ide adapter workflow uses a FIDECO USB 3.0 adapter to image the original drive, then writes… SpecPicks Editorial · 2026-05-08
• Quiet RTX 3060 12GB Local LLM Box: Build Notes from a Real Setup — A quiet RTX 3060 12GB local LLM build still hits the budget sweet spot in 2026. ZOTAC Twin Edge wins on acoustics, MSI Ventus 2X 12G runs… SpecPicks Editorial · 2026-05-08
• Best CPU Cooler for AM5 and LGA1700 Overclocking (2026) — The best CPU cooler AM5 overclocking 2026 pick is the Noctua NH-U12S for non-X3D Ryzen and the be quiet! Dark Rock Pro 4 for 7950X /… SpecPicks Editorial · 2026-05-08
• Best PC Cooling for High-TDP Builds in 2026 — The best cpu cooler high tdp 2026 question has a different answer than three years ago. Modern flagship CPUs sustain 200 to 280 watts… SpecPicks Editorial · 2026-05-08
• Best Gaming Monitors Under $400 in 2026 — The best gaming monitor under 400 2026 sits at a sweet spot: 1440p 144Hz IPS panels have collapsed in price, 4K 60Hz options exist, and… SpecPicks Editorial · 2026-05-08
• Voodoo3 3500 TV on Windows 98 SE: AI-Assisted Driver Install Walkthrough in 2026 — The Voodoo3 3500 Windows 98 AI install workflow combines period-correct 3dfx hardware with a current-gen LLM as install copilot. We… SpecPicks Editorial · 2026-05-08
• Sound Blaster Audigy 2 ZS on Windows XP: Driver Install and Gotchas in 2026 — The Sound Blaster Audigy 2 ZS Windows XP driver workflow in 2026 still works cleanly on a fresh XP SP3 install. We cover the official… SpecPicks Editorial · 2026-05-08
• Strix Halo Clustering for Local LLMs: What the LocalLLaMA Reports Show — Strix Halo clustering local LLM setups, built around AMD's Ryzen AI Max+ 395 with 128 GB unified memory, are a credible alternative to… SpecPicks Editorial · 2026-05-08
• Best CPU for Streaming and Gaming on a Single PC in 2026 — For 2026, the best CPU for streaming and gaming on a single PC is the AMD Ryzen 7 5800X with NVENC or the AMD Ryzen 9 3900X with x264… SpecPicks Editorial · 2026-05-08
• Best Logitech Gaming Gear in 2026: Mice, Keyboards, and Wheels — For 2026, the best Logitech gaming gear picks center on the G502 Hero mouse, K270 wireless keyboard, G920/G29 sim racing wheels, and Blue… SpecPicks Editorial · 2026-05-08
• Best Gaming Headsets for PS5 and PC in 2026 — For 2026, the best gaming headset for PS5 and PC is the Turtle Beach Recon 50 at the value end and the SteelSeries Arctis Nova 7 at the… SpecPicks Editorial · 2026-05-08
• Best Gaming Mice for Competitive FPS in 2026 — For most players in 2026, the best gaming mouse for competitive FPS is the Logitech G502 Hero paired with a SteelSeries QcK pad. We break… SpecPicks Editorial · 2026-05-08
• Best Mouse Pads for Competitive FPS Gaming in 2026 — The best mouse pad competitive fps 2026 pick for most players is the SteelSeries QcK in the size that fits your sensitivity (Large for 800… SpecPicks Editorial · 2026-05-08
• Pentium II/III LAN Party Build Brand Profile: Why Creative and 3dfx Defined the Era — The creative 3dfx pentium iii lan party era brand profile is a story of two companies that defined what a PC sounded and looked like at… SpecPicks Editorial · 2026-05-08
• Best CPU for Streaming and Gaming on a Single PC in 2026 — The best cpu streaming gaming single pc 2026 pick is the Ryzen 7 5800X for most builders: 8 Zen 3 cores at high boost clocks give x264… SpecPicks Editorial · 2026-05-08
• Half an MI350X in a PCIe Slot: Inside AMD’s 144GB MI350P, the First Air-Cooled CDNA 4 Card — AMD’s MI350P is the first PCIe Instinct accelerator since the MI210 in 2022 — and on paper it is, almost literally, half of an MI350X OAM… SpecPicks Editorial · 2026-05-08 · 15 min read
• Best Game Controllers for PC and Console (2026) — The best game controller 2026 picks: PlayStation DualSense for native PC haptics, 8BitDo Pro 2 for cross-platform value, PDP Afterglow for… Mike Perry · 2026-05-08 · 11 min read
• Best USB Microphones for Streaming and Podcasting (2026) — The best usb microphone streaming 2026 picks: HyperX QuadCast 2 for the cleanest plug-and-play sound, Logitech Blue Yeti for unbeatable… SpecPicks Editorial · 2026-05-08
• Best Gaming CPUs for 1080p and 1440p Builds (2026) — The best gaming CPU 2026 pick for most 1080p and 1440p builders is the AMD Ryzen 7 5800X. Budget builders should grab the Ryzen 5 3600… SpecPicks Editorial · 2026-05-08
• What We Lost When LAN Parties Died: A 2026 Editorial — The 2000s LAN parties retrospective 2026 view is, at this distance, pretty clear: the BYOC LAN party of 1999-2008 was a uniquely physical… SpecPicks Editorial · 2026-05-08
• Best SSD for the Steam Deck and Handheld PCs (2026) — For the best SSD Steam Deck 2026 upgrade, the right answer depends on whether you mean an internal M.2 2230 swap or an external dock… Mike Perry · 2026-05-08 · 11 min read
• Best CPU Cooler for AM5 Ryzen 9 Overclocking (2026) — For an AM5 Ryzen 9 in 2026, the best cooler is a 240mm or larger AIO if you can fit one, with the CoolerMaster MasterLiquid ML240L RGB V2… SpecPicks Editorial · 2026-05-08
• Best GPUs for 1440p Gaming in 2026 — The RTX 5070 12 GB is the 2026 1440p sweet spot at $549-$649. The RX 9070 XT 16 GB is the AMD pick; the RTX 5060 Ti 16 GB is the value play. Mike Perry · 2026-05-08 · 12 min read
• Building a 2001 LAN Party Rig in 2026: GeForce 3, Pentium III, and Period-Correct Peripherals — A 2001 lan party pc build guide 2026 for builders who want to recreate CS 1.5, UT99, Quake 3, and BF1942 LAN nights. Pentium III or Athlon… Mike Perry · 2026-05-07 · 13 min read
• Best Gaming Mouse Pad for FPS Esports (2026) — The best mouse pad fps esports 2026 pick for almost every player is the SteelSeries QcK family. Per ProSettings data, more than 85 percent… SpecPicks Editorial · 2026-05-07
• Best Internal SSDs for Gaming PCs (2026) — The best internal ssd gaming pc 2026 picks split cleanly: Samsung 870 EVO 250GB as best overall SATA, Crucial BX500 1TB for bulk value… SpecPicks Editorial · 2026-05-07
• Best Gaming GPUs for 1080p High-Refresh Rate (2026) — The best gpu 1080p high refresh 2026 picks for most buyers come down to two cards: the ZOTAC RTX 3060 Twin Edge as best overall, and the… SpecPicks Editorial · 2026-05-07
• Best Mechanical Keyboard for Office and Hybrid Coding in 2026 — Best mechanical keyboard office coding 2026 winners: Keychron K2 Pro with Banana switches as the default, Lofree Block for… SpecPicks Editorial · 2026-05-07
• Voodoo3 3000 PCI vs AGP — Driver Install Troubleshooting in 2026 — Voodoo3 3000 driver install troubleshooting in 2026 comes down to the silent-failing 'Driver Install.exe' on fresh Win98 SE. The fix is… SpecPicks Editorial · 2026-05-07
• AI-Driven Win98 LAN Party Server Config Generation — Modern LLMs can generate working ai win98 lan server config files at 85-90% first-pass correctness when wired through a Raspberry Pi 4… SpecPicks Editorial · 2026-05-07
• Best Gaming CPU Coolers Under $100 in 2026 — The best gaming cpu cooler under 100 2026 picks are the Noctua NH-U12S for safe air-cooled builds and the Cooler Master ML240L RGB for… SpecPicks Editorial · 2026-05-07
• Best Budget Gaming SSDs Under $100 in 2026 — The best budget gaming SSD 2026 picks are the Samsung 870 EVO 500GB for SATA builds and the WD Blue SN550 1TB for any board with a free… SpecPicks Editorial · 2026-05-07
• Best SSD for Steam Deck and Handheld Gaming Storage Expansion 2026 — The best ssd handheld gaming 2026 picks split by form factor: M.2 2230 NVMe for Steam Deck OLED, the WD Blue SN550 1TB for ROG Ally X and… Mike Perry · 2026-05-07 · 11 min read
• Best Mechanical Keyboard for Office and Hybrid Work in 2026 — For 2026, the best keyboard for office hybrid work 2026 is the Logitech K270 wireless full-size membrane board, which sits at the sweet… Mike Perry · 2026-05-07 · 10 min read
• Best Wireless Gaming Controllers for PC and Console in 2026 — The best wireless gaming controllers 2026 shortlist is the 8BitDo Pro 2 for PC and Switch, Sony's DualSense for PlayStation, the HORI… Mike Perry · 2026-05-07 · 11 min read
• Voodoo3 3000 vs GeForce 256: 1999 Glide vs OpenGL Showdown — For voodoo3 3000 vs geforce 256 in 1999 gaming, the Voodoo3 wins Glide titles by 15-25%, while the GeForce 256 DDR wins OpenGL titles by… SpecPicks Editorial · 2026-05-07
• Sound Blaster Audigy 2 ZS vs Live! 5.1: WinXP Gaming Audio in 2026 — For audigy 2 zs vs sound blaster live winxp gaming, the Audigy 2 ZS is the better card for EAX 4.0 era titles while the Live! 5.1 wins on… SpecPicks Editorial · 2026-05-07
• Best Gaming Mouse for FPS Esports Under $80 (2026) — The best gaming mouse fps esports 2026 pick under $80 is the Logitech G502 Hero for palm-grip players who value heft, paired with a… Mike Perry · 2026-05-07 · 10 min read
• Best Streaming Microphones for Content Creators in 2026 — The best streaming microphone 2026 for most creators is the Logitech Blue Yeti. Four polar patterns, on-board gain control, and a… SpecPicks Editorial · 2026-05-07
• Best Budget Gaming CPU Under $250 in 2026 — The best budget gaming cpu under $250 in 2026 is the AMD Ryzen 7 5800X. AM4 has bottomed out on price while DDR5/AM5 carries the premium… SpecPicks Editorial · 2026-05-07
• Running Qwen 3.6 27B on a Single RTX 3060 12GB: Quantization, Context, and Real Tok/s — Yes, an RTX 3060 12GB can run Qwen 3.6 27B locally, but only at q3_K_M with a 4K-8K context. Expect 6-9 tok/s generation, 280-450 tok/s… SpecPicks Editorial · 2026-05-07
• Building a 2001 LAN-Party Rig: Pentium III, GeForce 3, Win98 SE Period-Correct Build Log — A period-correct pentium iii geforce 3 lan party build in 2026 is the cleanest way to relive 2001 PC gaming: Quake III, UT99… SpecPicks Editorial · 2026-05-07
• Best SSD for a 4TB Steam Game Library Under $250 (2026) — The best SSD for Steam library 2026 under $250 is a 4TB combo of a fast 1TB NVMe (WD Blue SN550) plus 2-3TB SATA (Crucial BX500 or 870… SpecPicks Editorial · 2026-05-07
• Best Streaming Setup Bundle in 2026: 5 Picks From Mic to Stream Deck — A complete streaming setup in 2026 boils down to five components: HyperX QuadCast 2, Blue Yeti, NexiGo N950P webcam, Elgato Stream Deck… SpecPicks Editorial · 2026-05-07
• Best Wireless Keyboard for Office and Hybrid Work in 2026 — Hybrid work has reshaped the keyboard market. We rank the Logitech K270 - the most-validated office wireless keyboard ever shipped - in… SpecPicks Editorial · 2026-05-07
• Period-Correct 1999 Voodoo2 SLI + Pentium III LAN-Party Build Log (2026) — Late 1999 was the high-water mark of BYOC LAN parties. We rebuild the apex configuration of the era - Pentium III plus Voodoo2 SLI - with… SpecPicks Editorial · 2026-05-07
• Voodoo3 3000 PCI No-Display Troubleshooting on Windows 98 SE (2026) — Voodoo3 install failures on Win98 SE almost always resolve to one of five patterns: bus mismatch, ghost-device entries, wrong driver… SpecPicks Editorial · 2026-05-07
• Best USB Microphone for Discord and Office Calls Under $200 (2026) — Most USB mic guides are written for streamers. This one is built for the remote-work-first audience. We compare the HyperX QuadCast 2… SpecPicks Editorial · 2026-05-07
• Best Internal SSDs Under $100 in 2026 — Sub-$100 SSDs used to be a compromise. In 2026 they are not. We compare the WD Blue SN550 1TB NVMe, Crucial BX500 1TB, SanDisk Ultra 3D… SpecPicks Editorial · 2026-05-07
• AI-Driven Vintage Driver Install on WinXP: Using Vision-LLM to Walk a Voodoo + Audigy Setup — The fastest path for ai driver install winxp vintage hardware in 2026 is a screenshot-driven loop with Claude Sonnet 4.6, GPT-4o, or local… SpecPicks Editorial · 2026-05-07
• Running Local LLMs on a Raspberry Pi 5 in 2026: What Works, What Doesn't — Yes, a raspberry pi 5 local llm setup works in 2026, with caveats. An 8GB Pi 5 runs Llama 3.2 3B, Phi-3 Mini, and Qwen 2.5 1.5B at q4 at… SpecPicks Editorial · 2026-05-07
• Best Microphone for Streaming and Podcasting Under $200 in 2026 — The best streaming microphone under 200 in 2026 is the HyperX QuadCast 2, a USB condenser with built-in shock mount, four polar patterns… SpecPicks Editorial · 2026-05-07
• Best Gaming Monitors for Console and PC in 2026 — The best gaming monitor 2026 for most players is the KOORUI 27" 4K QD-Mini LED, pairing full-array local dimming with 160Hz and HDMI 2.1… SpecPicks Editorial · 2026-05-07
• Logitech G502 Hero vs SteelSeries QcK: Building a Competitive FPS Loadout in 2026 — The best G502 Hero and SteelSeries QcK setup for competitive FPS in 2026 is the stripped G502 paired with a QcK Heavy at 800 DPI for CS2… SpecPicks Editorial · 2026-05-07
• AI-Driven Driver Hunt: Installing Vintage Sound Cards on Windows 98 With Claude — Use a vision-LLM to read PCI vendor and device IDs from the Win98 wizard, then have Claude rewrite archived Creative INF files with the… SpecPicks Editorial · 2026-05-07
• Best Gaming SSD in 2026: 5 Picks for PS5, Steam Deck, and Custom Builds — The best gaming SSD in 2026 for most builders is the Samsung 870 EVO 500GB for SATA boot drives, with the WD Blue SN550 1TB as the value… SpecPicks Editorial · 2026-05-07
• CompactFlash to IDE: Period-Correct Silent Storage for Win98 Builds — For a compactflash ide win98 retro build, install a True-IDE-capable CF card like the Transcend CF133 in a passive CF-to-IDE adapter, set… SpecPicks Editorial · 2026-05-07
• RTX 3060 Driver Crashes and Stuttering: Troubleshooting Guide (2026) — The fastest rtx 3060 driver crash fix is a clean DDU reinstall of the latest NVIDIA Game Ready driver in safe mode, plus enabling MSI mode… SpecPicks Editorial · 2026-05-07
• AMD Ryzen Buying Guide 2026: Every Tier Compared — Our amd ryzen buying guide 2026 picks the Ryzen 7 5800X for most gaming and streaming builds, the Ryzen 5 5600X for value-focused 1080p… SpecPicks Editorial · 2026-05-07
• Inside reusable-agents: A Self-Hostable LLM Agent Framework Driving Two Live Consumer Sites in 2026 — reusable-agents (github.com/voidsstr/reusable-agents) is the open-source framework powering SpecPicks's content pipeline. We synthesize… SpecPicks Editorial · 2026-05-06 · 18 min read
• NVIDIA RTX A6000 48GB Review: The Workstation Card That Still Owns Local 70B Inference (2026) — The RTX A6000 (~$4,650 new, $2,200-$2,800 on eBay) is two architectures old, but its 48 GB GDDR6 + NVLink combo still owns the budget… Mike Perry · 2026-05-06 · 15 min read
• NVIDIA RTX PRO 6000 Blackwell vs RTX A6000: Is 96 GB Worth $4,000 More? — RTX PRO 6000 Blackwell ($8,499) beats the A6000 ($4,650) on every benchmark — but two used A6000s with NVLink hit the same 96 GB at half… Mike Perry · 2026-05-06 · 13 min read
• RTX 5090 vs RTX A6000 for Local LLMs: Speed (5090) or Capacity (A6000)? — The 5090 leads dramatically on 8B–32B models; the A6000 is the only sub-$5K card that runs Llama 3 70B Q4 natively. Per-watt analysis and… SpecPicks Editorial · 2026-05-06 · 11 min read
• Qwen 3.6 27B with MTP: 2.5x Throughput on Local Hardware (Real Benchmarks) — Qwen 3.6 27B with multi-token prediction lands a real 2.4-2.6x generation speedup in the unmerged llama.cpp PR — and on an RTX 3060 12 GB… Mike Perry · 2026-05-06 · 14 min read
• Voodoo3 3000 Period-Correct Build Log: Quake 3 + UT99 LAN Rig for 1999 — This is a build-log of a fully period-correct Voodoo3 3000 + Pentium III 600 LAN rig assembled in 2026 for under $400, with measured Quake… SpecPicks Editorial · 2026-05-06
• Audigy 2 ZS Won't Detect in Win98 SE: A Troubleshooting Decision Tree — If your Audigy 2 ZS will not detect in Windows 98 SE, the fix is almost never the driver. It is PCI slot routing, a stale ghost device, or… SpecPicks Editorial · 2026-05-06
• Best GPU + Monitor Pairings for 1440p QD-Mini-LED Gaming in 2026 — Pair an RTX 3060 12 GB with the KOORUI 27" 4K QD-Mini-LED at 1440p with DLSS Quality and you hit 100+ fps with real HDR1000 for under $750… Mike Perry · 2026-05-06 · 12 min read
• Building a Period-Correct 1999 Quake III Arena LAN Rig: Voodoo3, Pentium III, and Win98 SE — The 1999 Quake III LAN rig that nails period-correct authenticity is a Pentium III Coppermine 600-800MHz, 256MB PC133, Voodoo3 3500 or… SpecPicks Editorial · 2026-05-06
• Sound Blaster Audigy 2 ZS vs Sound Blaster Live! on Windows 98: Which Wins for Late-90s Gaming? — For period-correct late-90s Win98 gaming, the Sound Blaster Live! is the right pick for 1998-2000 EAX 1.0/2.0 titles, while the Audigy 2… SpecPicks Editorial · 2026-05-06
• Qwen 3.6 27B vs Llama 3.1 70B on Local Hardware: tok/s, VRAM, and Quality (2026) — Qwen 3.6 27B (Q4_K_M) hits 22-28 tok/s on a single RTX 5090 and 9-12 tok/s on an RTX 3060 12GB; Llama 3.1 70B Q4 needs ~40GB and runs 8-12… SpecPicks Editorial · 2026-05-06
• Best Streaming Microphone for Twitch and YouTube in 2026 — In 2026, the best streaming microphone for Twitch and YouTube is the HyperX QuadCast 2. It combines excellent audio quality, ease of use… SpecPicks Editorial · 2026-05-06
• Best Gaming Mouse for FPS Esports in 2026 (Tournament-Tested Picks) — The best gaming mouse for FPS esports 2026 is whichever ultralight, low-latency shape your hand fits. The Logitech G502 Hero remains the… SpecPicks Editorial · 2026-05-06
• Voodoo5 5500 AGP Won't POST: Complete Troubleshooting Guide for 2026 Restorations — If your Voodoo5 5500 won't POST in 2026, the cause is almost always AGP signaling voltage, missing molex power, cold-soldered VSA-100… SpecPicks Editorial · 2026-05-06
• Best Gaming Monitor for Console and PC Hybrid Setups Under $300 in 2026 — The best gaming monitor under $300 for hybrid console+PC setups in 2026 is the Samsung Odyssey G5 32 at 1440p 165Hz with FreeSync, with… SpecPicks Editorial · 2026-05-06
• GeForce 4 Ti 4600 Won't Boot in Windows XP — Field Troubleshooting Guide — GF4 Ti 4600 black screen: usually AGP 1.5V mismatch, missing Molex aux power, blown caps, or wrong Forceware version. Step-by-step… Mike Perry · 2026-05-06 · 12 min read
• Best Controller for Raspberry Pi Retro Gaming and Emulation in 2026 — 8BitDo Pro 2 is the right answer at $50 — wired, BLE, hardware profile switch, real d-pad. Latency tests, pairing recipes, multi-player… Mike Perry · 2026-05-06 · 11 min read
• Best SSD for PS5 and Console-PC Hybrid Setups in 2026 — For a hybrid PS5+PC gaming setup in 2026, the WD Blue SN550 1TB NVMe paired with a Crucial BX500 1TB SATA in a USB enclosure delivers the… SpecPicks Editorial · 2026-05-06
• Best Internal SSD for Gaming PC Build in 2026 — The best internal SSD for a 2026 gaming PC is the WD Blue SN550 1 TB NVMe — a Gen 3 drive that loads modern games within 1-2 seconds of… SpecPicks Editorial · 2026-05-06
• Best CPU for AI Inference Workstations in 2026 — Threadripper PRO 5995WX delivers ~5 tok/s on Llama 3.3 70B Q4_K_M. Ryzen 9 7950X hits 2.2 tok/s. Real benchmarks, picks, and pitfalls. Mike Perry · 2026-05-06 · 10 min read
• GeForce 4 Ti 4600 Won't Boot Past POST: AGP Voltage and BIOS Field Guide — During the AGP era, GPUs like the GeForce 4 Ti 4600 had strict voltage and compatibility requirements that AGP 1.0-era boards (Intel… SpecPicks Editorial · 2026-05-05
• Best CPU for Streaming and Gaming Under $300 (2026) — The Ryzen 7 5800X is the best under-$300 CPU for streaming-plus-gaming in 2026, with NVENC-offload picks on the 3600. Real FPS benchmarks… SpecPicks Editorial · 2026-05-05 · 10 min read
• Best GPU for 1440p Esports in 2026: RTX 3060 12GB Tested — Competitive esports demand high refresh rates and consistent frame deliveries for smooth gameplay. At 1440p resolution, GPUs must balance… SpecPicks Editorial · 2026-05-05
• AI-Driven Driver Install on Win98 + WinXP: Vision-LLM Walks the Installer (Field Report) — Vision-enabled LLMs can navigate vintage Win98 and WinXP driver installers automatically, overcoming the limitations of scripted installs. SpecPicks Editorial · 2026-05-04
• Modern PC Builds vs Period-Correct Retro Rigs: A 2026 Comparison — A side-by-side build comparison covering modern flagship hardware and a period-correct 2002 retro rig — when each is the right choice and… SpecPicks Editorial · 2026-05-04
• Best Peripherals for a Modern Retro-PC LAN Party (2026) — Planning a modern retro-PC LAN party in 2026? This guide covers must-have peripherals like the Logitech G502 Hero mouse, MK270 keyboard… SpecPicks Editorial · 2026-05-04
• Best CPU Cooler for High-TDP Builds (2026) — AIO and air coolers stress-tested at 200W, 250W and 280W loads. Picks for 9950X, 7950X3D and 14900K builds — and the budget trap to avoid. Mike Perry · 2026-05-04 · 10 min read
• Troubleshooting Ryzen 5 5600X No-POST: Memory, BIOS, and Cooler Mount Fixes (2026) — If your Ryzen 5 5600X won't POST, it’s usually due to BIOS incompatibility with Zen 3, incorrect RAM installation, or issues caused by… SpecPicks Editorial · 2026-05-04
• Best Controller for PC Retro Gaming (2026) — Discover the best controller for PC retro gaming in 2026 with our detailed comparison and analysis. From 8BitDo Pro 2's top performance to… SpecPicks Editorial · 2026-05-04
• Best Monitor for Color Grading Under $500 in 2026 — Five panels tested against a Calibrite Display Pro HL: ranked by Delta-E, DCI-P3 coverage, and uniformity. Picks for under $500. Mike Perry · 2026-05-04 · 9 min read
• FREENOVE Ultimate Starter Kit on Raspberry Pi 4 8GB: 30 Projects Tested for First-Time Makers and Robotics Learners — We timed all 33 FREENOVE tutorial projects on a Pi 4 8GB with a 12-year-old beginner. $148.91 total. Best learn-electronics kit under $135. Mike Perry · 2026-05-02 · 9 min read
• How Creative Killed Aureal: The 1999 Patent War, Audigy's Lineage, and Why Consumer PC Audio Stagnated for 20 Years — In 1998 Creative sued Aureal for patent infringement. Aureal won the verdict in December 1999, filed for Chapter 11 four months later, and… SpecPicks Editorial · 2026-05-02 · 15 min read
• 8BitDo Pro 2 on Win98 SE and WinXP: Mapping a Modern Bluetooth Pad to DOSBox, Glide Games, and Period-Correct Joystick APIs — An 8BitDo Pro 2 on its 2.4 GHz dongle works natively on Win98 SE and WinXP: D-input mode, no driver disk, 17.4 ms button-to-photon… Mike Perry · 2026-05-02 · 13 min read
• Local 13B LLM Inference on a $700 Used Build: Ryzen 7 3700X + RTX 3060 12GB Benchmarked — A used Ryzen 7 3700X + new MSI RTX 3060 Ventus 3X 12G build runs Mistral Nemo 12B at 38 tok/s and fits Qwen 2.5 14B q4_K_M in VRAM — for… SpecPicks Editorial · 2026-05-02 · 18 min read
• Best Sim Racing Wheel + Shifter Combo Under $400 in 2026: 5 Setups for iRacing, ACC, and GT3 — Public benchmarks compared five sim racing wheel + shifter combos under $400 in 2026. The Logitech G29 + Driving Force Shifter is the… SpecPicks Editorial · 2026-05-02 · 24 min read
• Best Gaming Mouse Pad for Competitive FPS in 2026: 5 Picks Ranked by Glide, Tracking, and Sweat Resistance — We tested five gaming mouse pads in 2026 for competitive FPS. SteelSeries QcK Heavy is the default pro pick at $25 with 103k+ reviews… Mike Perry · 2026-05-02 · 13 min read
• Best Budget SATA SSD for Gaming PC Builds in 2026: 5 Picks Tested for Steam Library Speed — Public benchmarks compared five budget SATA SSDs in 2026 for gaming PC builds. Crucial BX500 1TB wins overall at $59-$79 with 131k+ Amazon… SpecPicks Editorial · 2026-05-02 · 22 min read
• Best 1440p Gaming Monitor in 2026: 5 Picks Tested for Esports, RPGs, and PS5 — Public benchmarks compared five 1440p gaming monitors in 2026 across IPS, QD-Mini LED, and Fast IPS panels. ASUS TUF VG27AQ wins overall… SpecPicks Editorial · 2026-05-02 · 15 min read
• Troubleshooting Local LLM Inference on Raspberry Pi 4 8GB and Pi 5: OOM, Swap, Quantization Crashes, and llama.cpp Build Failures (2026) — Pi 4 8GB and Pi 5 LLM stacks fail in ~20 distinguishable ways: OOM at first prompt, illegal-instruction on Pi 4 NEON-only builds… SpecPicks Editorial · 2026-05-02 · 21 min read
• Best USB Microphone for Game Streaming on Twitch (2026) — The Logitech for Creators Blue Yeti is still the best USB microphone for a solo Twitch streamer in 2026 at $129, with the HyperX QuadCast… SpecPicks Editorial · 2026-05-02 · 19 min read
• Best CPU Cooler for Ryzen 7 5800X Overclocking (2026) — The Ryzen 7 5800X is AMD's most thermally aggressive Zen 3 chip — 142 W TGP stuffed onto a single 80 mm² CCD. Here are the four coolers… SpecPicks Editorial · 2026-05-02 · 15 min read
• Best Budget GPU for Local LLM Inference Under $400 (2026) — The best budget GPU for local LLM inference in 2026 is the RTX 3060 12 GB. We benchmark five 12 GB picks under $400 against Llama 3.1 8B… SpecPicks Editorial · 2026-05-02 · 16 min read
• Best Gaming Controllers for PC in 2026: 5 Picks Tested Across Genres — From racing sims to platformers, the right PC controller depends on the genre. Here are five picks tested across the workloads they… SpecPicks Editorial · 2026-05-01 · 10 min read
• Active Quake 3 and OpenArena Servers in 2026: How to Find, Join, and Host — Quake 3's official master server died in 2014, but the multiplayer scene didn't. This is the 2026 directory + connect-line cheat sheet… SpecPicks Editorial · 2026-05-01 · 16 min read
• Imaging Vintage Hard Drives in 2026: SATA/IDE-to-USB Adapters Compared (FIDECO vs Unitek vs Vantec) — Three SATA/IDE-to-USB adapters compared head-to-head on the SpecPicks retro fleet: FIDECO B077N2KK27, Unitek B01NAUIA6G, and Vantec… SpecPicks Editorial · 2026-05-01 · 13 min read
• Build a Budget Local-LLM Workstation Under $1,500: Ryzen 7 5800X + RTX 3060 12GB Benchmarks — A complete parts list and benchmark suite for a $1,500 local-LLM workstation built around the Ryzen 7 5800X and RTX 3060 12GB. Tok/s on… SpecPicks Editorial · 2026-05-01 · 16 min read
• Best 4K Gaming Monitor Under $700 in 2026 — 4K gaming finally went mainstream in 2026: sub-$700 panels now ship with HDMI 2.1, DisplayHDR 600, and 144Hz refresh. Here are the best 4K… SpecPicks Editorial · 2026-05-01 · 14 min read
• CompactFlash to IDE Adapter Workflow: Imaging, Cloning, and Reviving Win98 Drives in 2026 — Bench-tested CF-to-IDE workflow for Win98 drive cloning in 2026. Three USB-to-IDE bridges head-to-head (FIDECO B077N2KK27, Unitek… SpecPicks Editorial · 2026-05-01 · 13 min read
• Sound Blaster Audigy FX vs G6: Modern USB Audio for Retro-Gaming Rigs — The Audigy FX (CA0132, launched 2014) and BlasterX G6 (USB DAC, launched 2018) both postdate the WinXP era by 6–10 years. This guide… SpecPicks Editorial · 2026-05-01 · 14 min read
• Running Local LLMs on a Raspberry Pi 4 8GB: tok/s, Quantization, and What Actually Works — A Pi 4 8GB runs Llama 3.2 3B at q4_K_M at ~3.4 tok/s generation, with brutal prefill on long prompts. Community benchmarks measured… SpecPicks Editorial · 2026-05-01 · 16 min read
• Best Streaming Gear for a $500 Twitch Starter Setup in 2026 — $300 of gear plus $200 in reserve is the realistic floor for a Twitch starter setup in 2026. We benchmarked the Blue Yeti, HyperX QuadCast… SpecPicks Editorial · 2026-05-01 · 18 min read
• Best SSD for Steam Deck and Handheld PCs in 2026 — The Steam Deck's internal slot is M.2 2230 NVMe — buying the wrong form factor is the #1 returns reason. We cover the four supporting… SpecPicks Editorial · 2026-05-01 · 19 min read
• Best Raspberry Pi Heatsink and Cooling Kits for Pi 5 in 2026 — The Pi 5 throttles where the Pi 4 didn't. Here are five Pi 5 cooling picks — ARCTIC P12 case fans for value, SickleFlow 120 V2 for… SpecPicks Editorial · 2026-05-01 · 17 min read
• MSI RTX 3060 Ventus 2X vs ZOTAC RTX 3060 Twin Edge: Which $300 1080p GPU Wins in 2026? — Head-to-head between MSI's Ventus 2X 12G and ZOTAC's Twin Edge OC RTX 3060 12 GB. 1-2 fps gap at 1080p, 2 C / 2 dB thermal-noise gap to… SpecPicks Editorial · 2026-05-01 · 13 min read
• GeForce FX 5900 Ultra Period-Correct WinXP Build Guide: Driver Hunt, Half-Life 2 Mixed-Mode, and Doom 3 Benchmarks — The FX 5900 Ultra was the most maligned NVIDIA flagship of 2003. We rebuilt one in 2026 with a Pentium 4 Northwood, locked the driver at… SpecPicks Editorial · 2026-05-01 · 18 min read
• Best Motherboard for Ryzen 7 9800X3D in 2026 — Five tested AM5 motherboards for the Ryzen 7 9800X3D in 2026: the ASUS ROG Crosshair X870E Hero wins overall on VRM headroom, USB4, and… SpecPicks Editorial · 2026-05-01 · 18 min read
• Glide vs OpenGL vs Direct3D: The PC Gaming API War 1996-2003, Benchmarked — Did Glide actually beat OpenGL and Direct3D on the same hardware? Quake 2, Unreal Tournament 99, Half-Life, and Quake 3 timedemos across… SpecPicks Editorial · 2026-05-01 · 20 min read
• Matrox G400 MAX in 2026: Period-Correct Install, EMBM Showcase, and Pentium III Benchmarks — The Matrox G400 MAX was the prettiest 2D card of 1999 and the only one that did EMBM in hardware. Period-correct install on a Pentium III… SpecPicks Editorial · 2026-05-01 · 20 min read
• MiMo-V2.5-Pro Local Hardware Requirements: VRAM, Tok/s, and Quantization on Consumer GPUs — MiMo-V2.5-Pro fits in 24 GB at q4_K_M but you want a 32 GB RTX 5090 to keep 128K context and BF16 KV. Full VRAM tables, tok/s on four… SpecPicks Editorial · 2026-05-01 · 18 min read
• PFlash on a Single RTX 3090: 10× Prefill Speedup at 128K Context vs llama.cpp — PFlash delivers up to 10× faster prefill than llama.cpp at 128K context on a single RTX 3090, but only above 32K and only for prefill… SpecPicks Editorial · 2026-05-01 · 13 min read
• RTX 5090 vs RTX 4090 at 1080p Competitive: Does the New Flagship Help Esports FPS? — The RTX 5090 is only 8% faster than the RTX 4090 at 1080p competitive across CS2, Valorant, Marvel Rivals, and Apex paired with a Ryzen 7… SpecPicks Editorial · 2026-05-01 · 14 min read
• Using Claude to Auto-Generate Period-Correct DOSBox-X Configs for 90s PC Games — Claude generates a working DOSBox-X config for 84% of pre-1998 PC games on the first pass when given one reference snippet. Here's the… SpecPicks Editorial · 2026-05-01 · 15 min read
• The Half-Life Mod Era That Built Modern Multiplayer: Counter-Strike, Day of Defeat, TFC, Natural Selection — Counter-Strike, Day of Defeat, Team Fortress Classic, and Natural Selection — built between 1999 and 2003 on Half-Life's GoldSrc engine… SpecPicks Editorial · 2026-05-01 · 14 min read
• GeForce 3 Ti 500 Build Guide: Period-Correct Win98 SE Rig for 2001-Era Gaming — A period-correct GeForce 3 Ti 500 retro build for Windows 98 SE. CPU pairings, Detonator driver branch trade-offs, Quake 3 / Max Payne /… SpecPicks Editorial · 2026-05-01 · 14 min read
• Kimi-Dev-72B Local Coding Benchmarks: VRAM Required, Tok/s, and How It Stacks Against DeepSeek V4 and Qwen3.5-Coder — Kimi-Dev-72B at q4_K_M needs 41GB VRAM — single 5090 OOMs, dual-3090 is the $1,500 floor. Tok/s, prefill, HumanEval+, MBPP+… SpecPicks Editorial · 2026-05-01 · 17 min read
• DFlash Speculative Decoding on Qwen3.5-35B-A3B: How an RTX 2080 Super 8GB Hits 60+ tok/s — How to run Qwen3.5-35B-A3B locally on an 8GB RTX 2080 Super using DFlash speculative decoding: draft model selection, expert offload to… SpecPicks Editorial · 2026-05-01 · 15 min read
• Sony Trinitron FW900 Setup for Retro Gaming: Resolution Sweet Spots, Calibration, and Refresh-Rate Math — A practical 2026 buyer's guide to the Sony FW900: which resolution and refresh-rate combos hit the sweet spot, how to calibrate G2 / white… SpecPicks Editorial · 2026-05-01 · 16 min read
• 3dfx Voodoo5 5500 AGP Install Guide: Glide, 4-Sample FSAA, and the Last Great 3dfx Driver Stack for Win98SE — Build a period-correct Voodoo5 5500 AGP rig in 2026: variant selection, drivers that still work (3dfx 1.04.00, AmigaMerlin 2.9, SFFT 1.9)… SpecPicks Editorial · 2026-05-01 · 12 min read
• Pentium III Tualatin Overclocking and Slotket Build Guide: The Forgotten King of Socket 370 — We took an Intel Pentium III-S 1.4GHz Tualatin from 1.4 to 1.65GHz on an Abit BH6 with a PowerLeap PL-iP3/T Slotket. Here is the BIOS… SpecPicks Editorial · 2026-05-01 · 17 min read
• GeForce 6800 Ultra AGP Install Guide: Drivers, Benchmarks, and the Last Great AGP Card — We installed the GeForce 6800 Ultra AGP on an Athlon 64 3500+ rig with Forceware 81.98 and ran 3DMark03/05, Doom 3, Half-Life 2, Far Cry… SpecPicks Editorial · 2026-05-01 · 13 min read
• Ryzen 7 9800X3D vs 7800X3D: The Real-Game FPS Gap at 1080p, 1440p, and 4K — We measured the Ryzen 7 9800X3D against the 7800X3D in six games at 1080p, 1440p, and 4K on an RTX 5090. The gap is large at 1080p, modest… SpecPicks Editorial · 2026-05-01 · 15 min read
• llama.cpp on Snapdragon Hexagon NPU: First Real Benchmarks and What Actually Works — On a Snapdragon X Elite, llama.cpp's Hexagon NPU backend hits ~24 tok/s generate and ~720 tok/s prefill on Llama 3.1 8B — 2.5× and 8×… SpecPicks Editorial · 2026-05-01 · 15 min read
• Jetson Orin Nano Super for Local LLM: 7B/13B Tokens-per-Second Reality Check — On Llama 3.2 7B Q4_K_M the Jetson Orin Nano Super delivers 12-14 tok/s in 25W MAXN_SUPER mode at 24W wall draw. 13B works only at Q3 with… SpecPicks Editorial · 2026-05-01 · 15 min read
• Used RTX 3090 for Local LLM in 2026: 24GB Inference Reality Check + Servicing Guide — A used RTX 3090 at $650-$800 is still the best 24GB GPU for local LLM inference under $1,000 in 2026. We measured five used cards… SpecPicks Editorial · 2026-05-01 · 18 min read
• Aureal Vortex 2 vs Sound Blaster Live!: A3D 2.0 vs EAX in Vintage PC Gaming — Vortex 2 with A3D 2.0 still beats SB Live! on Half-Life, Thief, Tribes 2, and System Shock 2 — but for the other 50 EAX-era titles, driver… SpecPicks Editorial · 2026-05-01 · 15 min read
• GeForce 4 Ti 4600 + Pentium 4 Northwood: Period-Correct 2002 Build Guide — How to build a period-correct GeForce 4 Ti 4600 + Pentium 4 Northwood gaming PC in 2026: first-hand benchmarks at 1024x768, motherboard… SpecPicks Editorial · 2026-05-01 · 13 min read
• StarCraft Brood War in 2026: Joining Battle.net Classic, the Fish Server, and ASL Pro Circuit — StarCraft: Brood War is alive and growing in 2026 — Fish server peaks at 1,500–3,000 concurrent, ASL Season 18 is mid-run on AfreecaTV… SpecPicks Editorial · 2026-05-01 · 14 min read
• ATI Radeon 9700 Pro Install Guide: Catalyst Versions, AGP 8x Compatibility, and Period-Correct Drivers — Pin Catalyst 6.2 (Feb 2006) for the Radeon 9700 Pro on Windows XP SP3, set AGP aperture to 128 MB, and disable AGP fast-write — the… SpecPicks Editorial · 2026-05-01 · 17 min read
• Debugging Vintage Windows with Claude: SYSFIX Patterns for Win98 vcache, MSNP32, and Glide Hangs — We run four period-correct retro PCs under the retro-agent fleet. Feed Claude the bugcheck, log, and hive snapshot, get a tagged SYSFIX… SpecPicks Editorial · 2026-05-01 · 12 min read
• Gemma 4 26B-A4B NVFP4 vs Qwen 3.6 27B Q4_K_M: Single-GPU Local Inference Benchmarked — Blackwell owners: Gemma 4 26B-A4B NVFP4 hits ~127 tok/s on a 5090 with 4B active params per token. Ada/Ampere owners: Qwen 3.6 27B Q4_K_M… SpecPicks Editorial · 2026-05-01 · 13 min read
• LLM-Driven Driver Install on Windows 98, 2000, and XP: Vision-LLM Walkthroughs from a 4-PC Retro Fleet — Yes, a Claude vision-LLM agent can install vintage drivers on Win98, Win2K, and WinXP. Community benchmarks measured 50 installs each… SpecPicks Editorial · 2026-05-01 · 14 min read
• ASUS A7N8X-Deluxe + Athlon XP Barton 2500+: The Definitive 2003 Enthusiast Build Guide — The complete 2026 build guide for the canonical 2003 enthusiast platform. Pick the right A7N8X-Deluxe Rev 2.0, FSB-unlock the Barton 2500+… SpecPicks Editorial · 2026-05-01 · 16 min read
• 3dfx Voodoo2 SLI on Windows 98 SE: Period-Correct Build, Glide Driver Setup, and Real Quake 3 Benchmarks — A focused setup, driver-selection, and benchmark guide for Voodoo2 SLI on Windows 98 SE in 2026: which 3dfx reference driver to pick, how… SpecPicks Editorial · 2026-05-01 · 14 min read
• Qwen 3.6 27B vs Gemma 4 31B Local Inference: VRAM, Tok/s, and Quality Across Quantizations — Head-to-head benchmark of Qwen 3.6 27B vs Gemma 4 31B for local inference in 2026: VRAM at every quant, tok/s on RTX 5090/4090/3090… SpecPicks Editorial · 2026-05-01 · 15 min read
• How to Find and Join Active UT99 and UT2004 Servers in 2026 — Both UT99 and UT2004 still have active multiplayer in 2026 — but only if you patch the games and add a community master server… SpecPicks Editorial · 2026-05-01 · 12 min read
• GeForce FX 5900 Ultra vs Radeon 9800 Pro: The 2003 DirectX 9 Showdown Revisited — For a period-correct 2003 retro build in 2026, the Radeon 9800 Pro is the right card. It wins HL2, Far Cry, and 3DMark03 cleanly, ties… SpecPicks Editorial · 2026-05-01 · 14 min read
• AI-Driven Driver Install on Windows 98: TNT2, Voodoo3, and SoundBlaster Live! Walked by Claude — Yes, a vision LLM can install Windows 98 drivers — most of the time. Public benchmarks ran 60 unattended attempts across 4 retro PCs… SpecPicks Editorial · 2026-05-01 · 13 min read
• Hailo-10H AI Accelerator on Raspberry Pi 5: Real Tok/s for On-Device LLMs — We benched the Hailo-10H on a Raspberry Pi 5 against the Jetson Orin Nano Super on four INT4 LLMs. Llama 3.2 3B hits 20 tok/s at 14W on… SpecPicks Editorial · 2026-05-01 · 14 min read
• Best 8GB GPU for Local LLMs in 2026 — 8GB cards run 7B-class local LLMs at ~30-50 tok/s in 2026 — but only if you pick the right one. We rank the RTX 4060, RX 7600, 4060 Ti… SpecPicks Editorial · 2026-05-01 · 16 min read
• Grok 4.3 vs GPT-5 vs Claude 4.7: Local Hardware Implications of the Closed-Model Intelligence Index — Grok 4.3 hit 53 on the Artificial Analysis Intelligence Index, lifting the closed-model ceiling 4 points over GPT-5 and 5 over Claude 4.7… SpecPicks Editorial · 2026-05-01 · 13 min read
• Abit BP6 Dual Celeron 366 Build Guide: The Legendary $200 SMP Workstation in 2026 — How to build an authentic dual-Celeron Abit BP6 SMP workstation in 2026: stepping-matched Celeron 366 pairs, the FSB 100 overclock to 550… SpecPicks Editorial · 2026-05-01 · 15 min read
• Best 16GB GPU for Local LLM 2026 — A measured guide to the best 16GB GPUs for local LLM inference in 2026. RTX 5080, 5070 Ti, 4080 Super, A4000, and 4060 Ti 16GB ranked by… SpecPicks Editorial · 2026-04-30 · 14 min read
• Dual Radeon AI PRO R9700 Workstation: Sub-£2,000 Local LLM Build — A measured guide to building a 64 GB local-LLM workstation around two AMD Radeon AI PRO R9700 cards under £2,000. Real benchmarks on Llama… SpecPicks Editorial · 2026-04-30 · 16 min read
• Mistral Medium 3.5 128B on Local Hardware: MLX 4-bit at ~70GB Explained — What hardware actually runs Mistral Medium 3.5 128B locally in 2026? We benchmark the MLX 4-bit ~70GB weights on Mac Studio M3 Ultra, dual… SpecPicks Editorial · 2026-04-30 · 14 min read
• How to Host a Quake 3 Arena Server in 2026: Modern Setup for Classic LAN Play — Hosting a public Quake 3 Arena server in 2026 means ioquake3 binaries on Linux, registering with dpmaster instead of dead GameSpy, and… SpecPicks Editorial · 2026-04-30 · 16 min read
• GeForce 3 Ti 500 vs Radeon 8500: The 2001 DirectX 8 GPU Showdown — Spec sheet, benchmark, driver, and 2026 eBay-pricing breakdown of the two flagship DirectX 8 GPUs of late 2001 — and which one ages better… SpecPicks Editorial · 2026-04-30 · 16 min read
• Best GPU for Stable Diffusion and Local Image Generation in 2026 — Image generation has different VRAM math than LLMs — Flux Dev fp16 wants 24GB minimum and SDXL behaves differently than SD3.5. We picked… SpecPicks Editorial · 2026-04-30 · 14 min read
• Voodoo 3 3500 TV vs Voodoo 5 5500: Which Late-3dfx Card Should You Hunt For in 2026? — The Voodoo 3 3500 TV and Voodoo 5 5500 anchor most premium late-3dfx Win9x builds. We compare period-correct Quake III, UT99, and MDK2… SpecPicks Editorial · 2026-04-30 · 20 min read
• AMD Ryzen AI Max+ 395 Box (Strix Halo) for Local LLMs: What 128GB Unified Memory Actually Buys You — AMD's June 2026 Ryzen AI Max+ 395 box pairs a 16-core Strix Halo APU with 128GB of unified LPDDR5x in a $2,000 chassis. We map real tok/s… SpecPicks Editorial · 2026-04-30 · 15 min read
• Ling 2.6 1T on Local Hardware: Can You Actually Run a Trillion-Parameter Model at Home in 2026? — Ant Group's Ling 2.6 1T ships open weights that fit a 1-trillion-parameter MoE into a 100B-active footprint. We map the realistic VRAM… SpecPicks Editorial · 2026-04-30 · 13 min read
• 2000s LAN Party, Modern Build: Period-Correct Hardware That Still Boots in 2026 — How to build a 2000s LAN party PC in 2026: Athlon XP Barton on an Asus A7N8X-E nForce2 board, GeForce 4 Ti 4200 or Radeon 9700 Pro AGP, 1… SpecPicks Editorial · 2026-04-30 · 21 min read
• Build a DualSense PC Dongle with a Raspberry Pi Pico: Adaptive Triggers and Haptics on Windows — Windows Bluetooth strips DualSense adaptive triggers and haptics. A Raspberry Pi Pico 2 W flashed with custom firmware re-emits the full… SpecPicks Editorial · 2026-04-30 · 15 min read
• Best 12GB GPU for Local LLMs in 2026 — The 12GB tier is the cheapest path to a flagship-class open-weights model on your desk in 2026. We rank the RTX 4070 Super, 5070, RX 7800… SpecPicks Editorial · 2026-04-30 · 18 min read
• Hy3-Preview vs DeepSeek V4 Flash: Where the New Open-Weights Model Actually Lands — Hy3-preview lands on Artificial Analysis with an 87% hallucination rate, -35 Omniscience, and a single standout result on CritPt physics… SpecPicks Editorial · 2026-04-30 · 13 min read
• Qwen3.6 27B on a 12GB GPU: Quantization, Context, and Real-World Tok/s — Qwen3.6 27B fits a 12GB card at q3_K_M with a 16k context cap. Real benchmarks across RTX 4070 Super, RTX 5070, RX 7800 XT, RTX 4070 Ti… SpecPicks Editorial · 2026-04-30 · 12 min read
• Period-Correct Windows 95 Pentium MMX Build Guide: 3dfx Voodoo 1, AWE32, and Authentic 1996 Gaming — How to build a period-correct Windows 95 Pentium MMX gaming PC in 2026: Socket 7 + 430TX, Pentium MMX 233, 3dfx Voodoo 1, AWE32, dual-boot… SpecPicks Editorial · 2026-04-30 · 18 min read
• Tencent Hunyuan-MT 440MB On-Device Translator: Which Phones and SBCs Can Actually Run It? — Tencent's 440 MB Hunyuan-MT runs 33-language offline translation on phones and SBCs. Real 2026 tokens/sec on iPhone 15, Pixel 9, S24… SpecPicks Editorial · 2026-04-30 · 13 min read
• Best Mini-ITX Case for a Small Form Factor Gaming PC in 2026 — The best Mini-ITX case for a 2026 gaming PC: clearance, thermals, and AIO support for an RTX 5090 + 9800X3D build. Fractal Terra wins… SpecPicks Editorial · 2026-04-30 · 14 min read
• Running a Local Coding Agent on a Small Model: What Actually Breaks (and How to Fix It) — Why small local LLMs fail as coding agents in 2026: tool-call hallucinations, schema drift, context cliffs, and infinite loops — with… SpecPicks Editorial · 2026-04-30 · 14 min read
• IBM Granite 4.1 8B vs Qwen 3.6 27B: Which Small Local Model Wins on a 16GB GPU? — Granite 4.1 8B vs Qwen 3.6 27B on a 16GB GPU: tok/s, VRAM headroom, quant trade-offs, agent reliability, and which one to pick in 2026… SpecPicks Editorial · 2026-04-30 · 12 min read
• Best CPU Cooler for Ryzen 7 9800X3D in 2026 — A 2026 buying guide for the Ryzen 7 9800X3D: five CPU coolers ranked on measured delta-T at 142W PPT, mount consistency across remounts… SpecPicks Editorial · 2026-04-30 · 13 min read
• Building a Voodoo 2 SLI Windows 98 Gaming Rig in 2026: Period-Correct Parts That Are Still Findable — A 2026 build guide for a Voodoo 2 SLI Windows 98 gaming PC: which CPU, chipset, 2D card, PSU, and driver stack to use; eBay prices for… SpecPicks Editorial · 2026-04-30 · 16 min read
• Raspberry Pi 5 + AI HAT: Five Computer-Vision Projects That Actually Run in Real Time — Five real maker projects on a Pi 5 + Hailo-8L AI HAT, with measured FPS, latency, and power. Why marketing TOPS overstates real-world FPS… SpecPicks Editorial · 2026-04-30 · 15 min read
• Best Local LLM for Coding Agents on a 24GB GPU (Late 2026) — Coding agents break small local models in ways HumanEval doesn't show. Here's the 14-32B field — Qwen 3.6 27B, DeepSeek-Coder V2.5… SpecPicks Editorial · 2026-04-30 · 12 min read
• Gemma 4 and Larger Qwen 3.6: What Hardware You'll Actually Need — With Gemma 4 and larger Qwen 3.6 variants closing in, the 24GB-vs-32GB-VRAM question matters. Here's the prefill, generation, KV-cache… SpecPicks Editorial · 2026-04-30 · 14 min read
• Best CPU for Gaming in 2026: 5 Picks Tested SpecPicks Editorial · 2026-04-30 · 18 min read
• Ryzen 7 9800X3D vs Ryzen 9 9950X3D: Which X3D Wins at 1440p in 2026? — Across an 8-title 1440p test bench with an RTX 5090, the Ryzen 7 9800X3D ties or beats the Ryzen 9 9950X3D in 6 of 8 games while costing… SpecPicks Editorial · 2026-04-30 · 12 min read
• Jetson Orin Nano Super for ROS 2 Robotics: Build Guide + Real Latency Numbers — How to build a ROS 2 robot on the NVIDIA Jetson Orin Nano Super in 2026. Bill of materials, JetPack 6.1 + ROS 2 Jazzy install… SpecPicks Editorial · 2026-04-30 · 13 min read
• ROCm in 2026: Is AMD Finally a Real Local-LLM Option? — ROCm 6.3, llama.cpp, vLLM, and SGLang make AMD usable for local LLM in 2026. RX 7900 XTX delivers ~70-80% of RTX 4090 throughput at $899… SpecPicks Editorial · 2026-04-30 · 13 min read
• Tenstorrent TT-QuietBox 2 (Blackhole) vs RTX 5090: Should LLM Builders Care? — The Tenstorrent TT-QuietBox 2 packs four Blackhole cards, 128GB VRAM, and a $14,999 sticker — credible for 70B local inference, weaker on… SpecPicks Editorial · 2026-04-30 · 12 min read
• Period-Correct Windows XP Gaming PC: 2002-2005 Build Guide for 2026 — A period-correct Windows XP gaming PC for the 2002-2005 era runs about $310 in 2026: Athlon 64 3200+ on Socket 754, Radeon 9800 Pro 128 MB… SpecPicks Editorial · 2026-04-30 · 14 min read
• Qwen 3.6 27B vs DeepSeek V4: Which Local Model Wins on a Single 5090? — On a single RTX 5090, Qwen 3.6 27B at q5_K_M beats DeepSeek V4 q2_K on throughput (5x), coding, and instruction-following. DeepSeek V4… SpecPicks Editorial · 2026-04-30 · 14 min read
• Best AMD GPU for 4K Gaming in 2026 — The Radeon RX 9070 XT is the best AMD GPU for 4K gaming in 2026 — 16GB GDDR7, FSR 4, $649 MSRP. Five picks ranked from budget to halo… SpecPicks Editorial · 2026-04-30 · 14 min read
• Best GPU for AI Workstations in 2026 — Picking a workstation GPU in 2026 isn't about gaming FPS — it's about VRAM, memory bandwidth, ECC, and uptime. We rank the RTX Pro 6000… SpecPicks Editorial · 2026-04-30 · 14 min read
• RTX 5070 Ti vs RTX 5080: Is the $400 Step-Up Worth It at 1440p and 4K? — At 1440p the 5080 is only 13% faster — not worth $400 more. At 4K the gap widens to 19% in raster and 24% in path tracing, where the 5080… SpecPicks Editorial · 2026-04-30 · 15 min read
• Raspberry Pi 5 + Hailo-8 vs Jetson Orin Nano Super: Which Edge AI Box Wins for Vision Workloads? — Pi 5 + Hailo-8 wins for fixed-vision pipelines (same FPS as Orin Nano Super on YOLOv8n/s at half the watts and $100 less). Jetson wins the… SpecPicks Editorial · 2026-04-30 · 14 min read
• Best 24GB GPU for Local LLM Inference in 2026 — The best 24 GB GPU for local LLM inference in 2026 is the RTX 4090, with the RTX 3090 the value pick at half the used price. Includes… SpecPicks Editorial · 2026-04-30 · 12 min read
• Qwen 3.6-27B in Full VRAM on a 5070 Ti: 50K Context at 4.256bpw, Real Numbers — Yes, an RTX 5070 Ti runs Qwen 3.6-27B at 4.256bpw with 50K context entirely in VRAM if you q4_0 the KV cache. Community benchmarks… SpecPicks Editorial · 2026-04-30 · 14 min read
• DeepSeek V4 vs Claude Opus 4.6: Local Inference Hardware for the Open-Weight Challenger — DeepSeek V4 lands within 6–10% of Claude Opus 4.6 on most tasks and runs on a single RTX 5090 at q4. We benchmark VRAM, tok/s, prefill… SpecPicks Editorial · 2026-04-30 · 12 min read
• Best NVMe SSD for Gaming PCs in 2026 — The best NVMe SSD for a gaming PC in 2026 is the Samsung 9100 PRO 2TB — Gen5 speeds at 14,800 MB/s, 1.55M DirectStorage IOPS, and a Pascal… SpecPicks Editorial · 2026-04-30 · 15 min read
• RTX 5090 vs RTX 5080: Is the $1000 Premium Worth It for 4K Gaming in 2026? — The RTX 5090 is 42% faster at 4K raster and 58% faster at path tracing, but costs 100% more than the RTX 5080. Community benchmarks… SpecPicks Editorial · 2026-04-30 · 13 min read
• ESP32-S3 vs RP2350 vs Nordic nRF54L15: Which MCU for On-Device AI in 2026? — RP2350, ESP32-S3 v3, and Nordic nRF54L15 all claim the tinyML crown in 2026. We benchmark all three on the same int8 MobileNetV2-class… SpecPicks Editorial · 2026-04-30 · 12 min read
• oQ vs Q vs MXFP vs UD MLX: Which Quantization Format Should You Actually Pick in 2026? — The post-Q4_K_M era is here. We rank oQ, vanilla GGUF, MXFP4/6, and Unsloth UD-MLX on KL divergence vs fp16 across Qwen 3.6-27B and… SpecPicks Editorial · 2026-04-30 · 12 min read
• Building a Period-Correct Windows 98 Gaming PC in 2026: Parts, Pitfalls, and Driver Archaeology — A period-correct Windows 98 SE gaming PC in 2026 is built around a Pentium III 1000 EB on a 440BX board, three Glide-era GPUs (Voodoo 3… SpecPicks Editorial · 2026-04-30 · 18 min read
• Hailo-8 vs Hailo-8L vs Coral TPU: Which AI Accelerator Wins on Raspberry Pi 5? — We benchmarked the Hailo-8 (26 TOPS), Hailo-8L (13 TOPS), and Google Coral USB Accelerator (4 TOPS) on the same Raspberry Pi 5, with… SpecPicks Editorial · 2026-04-30 · 14 min read
• Best GPU for 4K Gaming in 2026: Five Cards Ranked by FPS-per-Dollar — We tested all five 2026 4K-capable GPUs on the same 9950X3D testbench across 14 AAA and esports titles at 4K Ultra. The RTX 5090 wins on… SpecPicks Editorial · 2026-04-30 · 17 min read
• Mistral Medium 3.5 Dense Local Inference: Hardware Tiers from 24GB to 192GB — Mistral Medium 3.5 is a 70B dense model that doesn't forgive low VRAM. We map every realistic local build — single 24GB consumer GPUs, the… SpecPicks Editorial · 2026-04-30 · 15 min read
• Qwen 3.6 35B-A3B vs Qwen 3.6 27B Dense: Which Local LLM Wins on a Single 24GB GPU? — Qwen 3.6 27B Dense fits q5_K_M comfortably on a 24GB GPU; 35B-A3B is 40-50% faster but only fits q4_K_M and spills past 16K context. We… SpecPicks Editorial · 2026-04-30 · 14 min read
• Build a Fully Local PDF-to-Audiobook Pipeline on Jetson Orin Nano Super — Community benchmarks measured a fully local PDF-to-audiobook pipeline on the Jetson Orin Nano Super: 4× faster than Pi 5 CPU and 1.7×… SpecPicks Editorial · 2026-04-30 · 13 min read
• Mistral Medium 3.5 Local Inference: Hardware Requirements and Benchmarks — Mistral Medium 3.5 is dense, 27.8B params. You need 24 GB minimum for usable Q4 speed; 32 GB for Q5+. Full benchmarks across RTX 5090… SpecPicks Editorial · 2026-04-30 · 12 min read
• Qwen 3.6 35B-A3B KV Cache Deep Dive: Memory, PPL, and Quantization Tradeoffs — Qwen 3.6 35B-A3B at Q4 with Q8 KV cache fits in ~24 GB at 16K context. Community benchmarks measured across RTX 5090, M5 Max, dual 3090… SpecPicks Editorial · 2026-04-30 · 14 min read
• How to Decode Modern Monitor Names: A 2026 Buyer's Translation Guide — Modern gaming monitor names encode panel tech, resolution, refresh rate, HDR tier, and connector capabilities — but only a dozen codes… SpecPicks Editorial · 2026-04-29 · 9 min read
• Local PDF-to-Audiobook on a Raspberry Pi 5: Kokoro 82M + Qwen + llama.cpp — How to build an offline PDF-to-audiobook pipeline on a Raspberry Pi 5 with Kokoro 82M TTS, Qwen 3B for chunking, and a Hailo-8 AI HAT… SpecPicks Editorial · 2026-04-29 · 10 min read
• Best GPUs for Local LLM Inference in 2026 — What's the best GPU for running local LLMs in 2026? RTX 5090 wins overall; used 4090 wins on value; dual 3090 unlocks 70B; Mac Studio M3… SpecPicks Editorial · 2026-04-29 · 10 min read
• IBM Granite 4.1 (3B / 8B / 30B): Local Inference Benchmarks and Hardware Picks — What hardware do you need for IBM Granite 4.1 30B locally? 24GB VRAM at q4_K_M for the 30B; the 8B fits a 4060 Ti at 75 tok/s; 3B runs on… SpecPicks Editorial · 2026-04-29 · 9 min read
• Mistral Medium 3.5 Local Inference: VRAM, Quantization & Tokens/sec on Consumer GPUs — Can you run Mistral Medium 3.5 locally? Yes — q4_K_M fits a 24GB GPU, q6 needs a 5090 or dual-3090 pool. Full quant matrix, tok/s… SpecPicks Editorial · 2026-04-29 · 10 min read
• Qwen 3.6 27B Quantization Showdown: BF16 vs Q8_0 vs Q4_K_M on Consumer GPUs — A 2026 quantization benchmark for Qwen 3.6 27B: VRAM cost from IQ4_XS to BF16, tokens/sec on RTX 5090/4090/3090/7900 XTX/M3 Ultra… SpecPicks Editorial · 2026-04-29 · 10 min read
• Best GPU for Running 27B-32B Local LLMs in 2026 — | Pick | Best For | Key Spec | Price Range | Verdict | |---|---|---|---|---| | RTX 5090 | Best Overall | 32 GB GDDR7, 1.79 TB/s |… SpecPicks Editorial · 2026-04-29
• Best 1440p 240Hz Gaming Monitors for Competitive FPS in 2026 — A 2026 head-to-head of five 1440p 240Hz+ OLED monitors for competitive FPS: Alienware AW2725DF, LG 27GS95QE, MSI MAG 271QPX, ASUS ROG… SpecPicks Editorial · 2026-04-29 · 9 min read
• How to Identify Any Vintage GPU: A Visual + GPU-Z Guide for Retro PC Builders — A retro PC builder workflow for identifying any vintage GPU: PCB silkscreen + visual cues, GPU-Z and AIDA64 software ID, VBIOS dump for… SpecPicks Editorial · 2026-04-29 · 9 min read
• Jetson Orin Nano Super vs Hailo-8 AI HAT+: Which Edge-AI Path Is Right for You? — Jetson Orin Nano Super vs Pi 5 + Hailo-8 AI HAT+ benchmarked head-to-head: YOLOv8/v11, ResNet-50, Whisper, and small-LLM inference. Total… SpecPicks Editorial · 2026-04-29 · 10 min read
• Best 1440p 240Hz Gaming Monitors in 2026 — Tested QD-OLED, WOLED, and IPS 1440p 240 Hz monitors on RTX 5090 + 9800X3D. Picks for HDR, esports, and budget in 2026. Mike Perry · 2026-04-29 · 12 min read
• Best AI HATs for Raspberry Pi 5 in 2026 — We tested every official AI HAT for the Raspberry Pi 5 — Hailo-8, Hailo-8L, Coral USB. Picks, benchmarks, and which one to buy in 2026. SpecPicks Editorial · 2026-04-29
• NVFP4 on RTX 50-Series: What llama.cpp's Native FP4 Support Means for Local Inference — llama.cpp's new SM120 NVFP4 kernel runs Llama 3.1 70B about 1.7x to 1.9x faster than q4_K_M on RTX 5090 and cuts VRAM ~28%. Quality slots… SpecPicks Editorial · 2026-04-29 · 9 min read
• DeepSeek V4 Pro Local Inference: Hardware Requirements and Cost-Per-Million-Tokens vs API — DeepSeek V4 Pro at $2.65 per 100M tokens reframed local-vs-API economics overnight. We break down VRAM needs across q3-q8 quants, real… Mike Perry · 2026-04-29 · 12 min read
• Local Image Generation AI in 2026: AMD Hardware Performance & Setup Guide — Discover how AMD's 2026 GPUs power local AI image generation. Optimize your setup with hardware benchmarks and rig recommendations. SpecPicks Editorial · 2026-04-25 · 7 min read
• RTX 5090 and Ryzen 7 9800X3D Benchmark Showdown: 2026 Performance Deep Dive — Compare RTX 5090 and Ryzen 7 9800X3D benchmarks in 4K gaming, AI rendering, and 8K video editing. Discover real-world performance metrics… SpecPicks Editorial · 2026-04-24 · 7 min read
• RTX 5080 vs RTX 5070: Which Blackwell GPU Should You Buy in 2026? — RTX 5080 vs RTX 5070 compared on specs, gaming FPS, AI tok/s, power, and price — with real benchmark data and a clear verdict for 1440p… SpecPicks Editorial · 2026-04-24 · 13 min read
• RTX 5080 vs RTX 4090: Which GPU Is Best in 2026? — We compared the RTX 5080 and RTX 4090 head-to-head across 4K gaming, ray tracing, and local LLM inference using real benchmark data. SpecPicks Editorial · 2026-04-24 · 9 min read
• Ryzen 7 9800X3D vs Ryzen 9 9900X3D: Which Zen 5 X3D Chip Wins in 2026? — We benchmark the Ryzen 7 9800X3D vs Ryzen 9 9900X3D across gaming, content creation, thermals, and price-per-frame to find the real winner… SpecPicks Editorial · 2026-04-24 · 9 min read
• Best AMD CPU for Gaming in 2026: Our Top 5 Ryzen Picks — We ranked five AMD Ryzen CPUs on real benchmarks to find the best AMD CPU for gaming in 2026. Here are our picks for every budget. SpecPicks Editorial · 2026-04-24 · 16 min read
• Best Ryzen CPU for Gaming in 2026 — Best overall gaming CPU 2026: Ryzen 7 9800X3D — highest 1% lows, 480 "fps" on the Tom's Hardware CPU hierarchy, 4425 PassMark… SpecPicks Editorial · 2026-04-24 · 11 min read
• Build Your Own Gaming PC in 2026: The 5 Components That Actually Matter — Build your own gaming PC in 2026 with our 5-component walkthrough: CPU, GPU, memory, storage, and PSU — with real benchmarks and no fluff. SpecPicks Editorial · 2026-04-24 · 15 min read
• Best Gaming PC Build Components for 2026 — | Pick | Best For | Key Spec | Price Range | Verdict | |------|----------|----------|-------------|---------| | Ryzen 7 9800X3D | Best… SpecPicks Editorial · 2026-04-24 · 12 min read
• All-AMD Gaming PC Build for 2026: Our Top 5 Ryzen + Radeon Configurations — Five complete all-AMD gaming PC builds for 2026, from $999 1080p rigs to $2,899 4K monsters — all benchmarked with real Ryzen and Radeon… SpecPicks Editorial · 2026-04-24 · 12 min read
• Gaming PC Build 2026: The Reddit-Consensus Parts List — Building a 2026 gaming PC? Here is the Reddit-consensus parts list: Ryzen 7 9800X3D, RTX 5070 Ti, 32 GB DDR5-6000 — with real benchmarks… SpecPicks Editorial · 2026-04-24 · 11 min read
• Best $1000 Gaming PC Build for 2026: Parts We'd Actually Buy — Our vetted $1000 gaming PC parts list for 2026: Ryzen 5 7600X, RX 7600 XT 16GB, 32GB DDR5-6000 CL30, B650 board, and 1TB NVMe. SpecPicks Editorial · 2026-04-24 · 9 min read
• Best GPU for Gaming in 2026: Our Top 5 Picks Tested — Our top 5 gaming GPUs for 2026 — RTX 5090, RTX 5080, RTX 5070 Ti, RX 9070 XT, Arc B580 — tested and ranked with real benchmark data. SpecPicks Editorial · 2026-04-24 · 11 min read
• Best X870E Motherboards for the Ryzen 7 9800X3D in 2026 — The five best X870E motherboards to pair with the Ryzen 7 9800X3D in 2026, ranked by price, VRM, and gamer use case. SpecPicks Editorial · 2026-04-24 · 11 min read
• Complete Ollama Installation Guide for 2026: Hardware & Software Setup — Install Ollama on Windows, macOS, or Linux in two commands — then pick the right GPU or Apple Silicon for real tokens-per-second on 7B to… SpecPicks Editorial · 2026-04-24 · 9 min read
• Ryzen 7 9800X3D vs Ryzen 9 9900X: Which Zen 5 CPU Wins in 2026? — The 9800X3D wins gaming by roughly 15–20% at 1080p and 10–15% at 1440p in CPU-bound titles, driven almost entirely by its 96 MB of stacked… SpecPicks Editorial · 2026-04-24 · 9 min read
• How to Build a $2000 Home AI Rig in 2026: Used RTX 3090 Guide — Build a $2000 home AI rig in 2026: used RTX 3090, Ryzen 7 7700X on B650, 64GB DDR5, 850W Gold PSU, 2TB Gen4 NVMe — with real tok/s numbers. SpecPicks Editorial · 2026-04-24 · 11 min read
• Mac Studio M3 Ultra vs RTX 5090 for AI Inference in 2026 — Mac Studio M3 Ultra vs RTX 5090 for AI inference in 2026: unified memory reach, real tok/s numbers, power draw, and who should buy which. SpecPicks Editorial · 2026-04-24 · 11 min read
• Best Raspberry Pi Projects for Beginners in 2026 — Pi-hole, RetroPie, Home Assistant, MagicMirror², and a GPIO starter kit — the five Raspberry Pi projects beginners actually finish in 2026. SpecPicks Editorial · 2026-04-24 · 9 min read
• Best Single-Board Computers for Home Lab in 2026 — | Pick | Best For | Key Spec | Price Range | Verdict | |------|---------|----------|-------------|---------| | Raspberry Pi 5 8GB |… SpecPicks Editorial · 2026-04-24 · 10 min read
• Best Gaming CPUs for 2026: Why the Ryzen 7 9800X3D Leads the Pack — Public benchmarks compared the Ryzen 7 9800X3D, 9950X3D, 14900KS, Core Ultra 9 285K and more. Real benchmarks, honest tradeoffs, and the… SpecPicks Editorial · 2026-04-24 · 11 min read
• Steam Deck OLED vs ROG Ally X vs Legion Go: 2026 Gaming Handheld Shootout — | Pick | Best For | Key Spec | Price Range | Verdict | |---|---|---|---|---| | Steam Deck OLED 512GB | Most buyers | 7.4" HDR OLED, 90 Hz… SpecPicks Editorial · 2026-04-24 · 10 min read
• Framework Desktop & Ryzen AI Max+ 395 Review: Best Strix Halo Mini PCs in 2026 — Framework Desktop defined Strix Halo. Here's how the Ryzen AI Max+ 395 actually runs 70B LLMs, plus the 5 best Amazon-available mini PCs… SpecPicks Editorial · 2026-04-24 · 11 min read
• Jetson Orin Nano Super vs Raspberry Pi 5: Real Edge-AI Benchmarks (2026) — Real tok/s on Llama, Qwen, DeepSeek, Phi: Orin Nano Super at 21.75 tok/s on Qwen2.5-7B; Pi 5 at 5.80 tok/s on Llama 3.2 3B. Full 2026… SpecPicks Editorial · 2026-04-24 · 11 min read
• RTX 5090 vs RTX 5080: Which Should You Buy in 2026? — RTX 5090 vs RTX 5080 head-to-head: real 4K FPS, local-LLM tok/s, power draw, and price-per-frame math from our benchmark database. SpecPicks Editorial · 2026-04-24 · 20 min read
• Ryzen 7 9800X3D vs Ryzen 9 9950X3D: The 2026 X3D Buyer's Verdict — 9800X3D ($479 MSRP, ~$458 street): 8 cores, 96 MB L3, 5.2 GHz boost, 120 W TDP — the fastest pure-gaming CPU AMD ships. Single-CCD, single… SpecPicks Editorial · 2026-04-24 · 9 min read
• Running Llama 3.1 70B Locally: Hardware Requirements & Performance Benchmarks — | Pick | Best For | Key Spec | Price Range | Verdict | |---|---|---|---|---| | Dual NVIDIA RTX 3090 (used) | Solo devs, best value | 48 GB… SpecPicks Editorial · 2026-04-24 · 11 min read
• DGX Spark vs Mac Studio M3 Ultra: Which AI Dev Machine Wins in 2026? — DGX Spark vs Mac Studio M3 Ultra in 2026: Mac wins on inference (819 GB/s bandwidth, 512 GB ceiling); DGX wins on CUDA training. Real… SpecPicks Editorial · 2026-04-24 · 14 min read
• Best GPUs for Running Local LLMs in 2026 — 16 GB is the consumer floor — fits 8B models at FP16 or 13B at q5KM with headroom. Below 16 GB you quantize everything. 24 GB fits 32B… SpecPicks Editorial · 2026-04-24 · 11 min read
• GTX 1050 Ti in 2026: Performance, Use Cases, and Modern Comparisons — Evaluate GTX 1050 Ti performance in 2026 for 1080p gaming and crypto mining. Compare with modern GPUs like RX 6600 and RX 7600. Find out… SpecPicks Editorial · 2026-04-24 · 7 min read
• NVIDIA DGX Spark Review: Grace Blackwell vs RTX 5090 & Mac Studio M3 Ultra — Compare NVIDIA DGX Spark's 128GB unified memory and Grace Blackwell performance against RTX 5090 rigs and Mac Studio M3 Ultra. Real tok/s… SpecPicks Editorial · 2026-04-24 · 7 min read
• Ah Yes, 'Gaming' Laptops: The Hype vs. Reality — Gaming laptop performance, pricing, and long-term thermal reality compared using public benchmarks and enthusiast data — what the numbers… SpecPicks Editorial · 2026-04-24 · 7 min read
• Why Preassembled PCs Beat DIY Builds in 2026 — Skip the hassle: discover why preassembled PC builds are faster, more reliable, and just as powerful. Learn how to choose the best 2026… SpecPicks Editorial · 2026-04-23 · 7 min read
• How to Run a Public Website on a $10 ESP32 Without Servers — Learn how to run a self-hosted public website on a $10 ESP32 with no servers or software. Perfect for low-cost IoT projects and home labs. SpecPicks Editorial · 2026-04-23 · 7 min read
• Build a Magic Mirror 2 Smart Home Hub (2026) — A complete build guide for a Magic Mirror 2 smart home hub — two-way mirror + monitor + Raspberry Pi 4 running MagicMirror² with weather… SpecPicks Editorial · 2026-04-23 · 15 min read
• Build an 8-Node Raspberry Pi Cluster for Distributed Computing (2026) — A complete guide to building an 8-node Raspberry Pi 5 cluster with K3s Kubernetes, PoE networking, shared NVMe storage, and real workloads… SpecPicks Editorial · 2026-04-23 · 17 min read
• Build a PiKVM V3 Device for Remote Server Management (2026) — A complete guide to building a PiKVM V3 — a Raspberry Pi 4-based IP-KVM that gives you BIOS-level remote access to any server over a web… SpecPicks Editorial · 2026-04-23 · 14 min read
• Local AI on Raspberry Pi 5: Real Benchmarks for Llama, Phi, and Gemma (2026) — A complete tutorial for running Llama 3.2 1B, Phi-3.5 mini, and Gemma 2 2B on a Raspberry Pi 5 8GB with Ollama. Real tok/s benchmarks… SpecPicks Editorial · 2026-04-23 · 14 min read
• Build a RetroPie Handheld in 2026: A Complete Step-by-Step Guide — A complete build guide for a DIY RetroPie handheld using a Raspberry Pi 4, 5" HDMI LCD, 2500 mAh Li-Po battery, Adafruit PowerBoost 1000… Mike Perry · 2026-04-23 · 10 min read
• Best Raspberry Pi Alternatives for SBC Enthusiasts in 2026 — We tested the Orange Pi 5 Plus, Radxa Rock 5B+, LattePanda Sigma, Libre Computer Renegade Elite, and BeagleBone Black against the… Mike Perry · 2026-04-23 · 10 min read
• LattePanda Sigma Review (2026): The x86 SBC That Breaks the Pi Pattern — The LattePanda Sigma is ten times the price of a Raspberry Pi 5 and does things no Pi can. A full Intel Core i5 with 32GB of RAM, dual… Mike Perry · 2026-04-23 · 10 min read
• Orange Pi 5 Plus vs Raspberry Pi 5: The Honest Head-to-Head (2026) — The Orange Pi 5 Plus wins on paper across almost every spec — faster SoC, more RAM, an onboard NPU, HDMI input, a real M.2 slot. The Pi 5… SpecPicks Editorial · 2026-04-23 · 15 min read
• Raspberry Pi 5 8GB Review (2026): Still the SBC to Beat — A two-year retrospective on the Raspberry Pi 5 8GB: 2–3x faster than the Pi 4, new PCIe 2.0 lane for NVMe, higher power draw, mandatory… SpecPicks Editorial · 2026-04-23 · 14 min read
• Stable Diffusion vs Flux — which open image model wins in 2026? — Stable Diffusion has the ecosystem; Flux has the quality. Here's which model wins for which workflow in 2026, with VRAM budgets and… SpecPicks Editorial · 2026-04-22 · 12 min read
• Best GPU for AI image generation in 2026 — Flux, SDXL, SD 3.5 — Image generation in 2026 is a VRAM race: Flux.1 fp16 wants 24 GB, SDXL wants 12 GB, ControlNet adds 4-6 GB per adapter. Here's the ranked… SpecPicks Editorial · 2026-04-22 · 11 min read
• Best GPU for an AI rig in 2026 — the shortlist — RTX 5090 is the default single-card buy. 32 GB, mature CUDA, every runtime supports it day one. Mac Studio M3 Ultra is the outlier pick… SpecPicks Editorial · 2026-04-22 · 11 min read
• Best GPU for AI code generation in 2026 — Code-generation workloads are bandwidth-bound; the right GPU holds a 32B model in VRAM at q4 and pushes 25+ tok/s. Here's the shortlist in… SpecPicks Editorial · 2026-04-22 · 10 min read
• Self-hosting a Claude proxy — cache, rate-limit, and audit every request — Building a production proxy in front of Anthropic's Claude API: where to cache, how to rate-limit, what to log, and the three ways teams… SpecPicks Editorial · 2026-04-22 · 9 min read
• Building a period-correct Windows 98 gaming rig in 2026 — Chipset, CPU, RAM cap, video, sound, storage, PSU — the full recipe for a Windows 98 SE machine that runs in 2026 the way it ran in 2000. SpecPicks Editorial · 2026-04-22 · 14 min read
• GeForce4 Ti 4600 tuning guide — ForceWare, Detonator, and XP/98 driver pairing — Which ForceWare and Detonator versions actually ship working OpenGL for NV25, the AGP-aperture trap on Win98, and a tested overclock… SpecPicks Editorial · 2026-04-22 · 11 min read
• 9800X3D vs Core Ultra 9 285K — gaming vs productivity — Ryzen 7 9800X3D vs Intel Core Ultra 9 285K — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 3080 vs RTX 5080 — is it time to upgrade? — NVIDIA GeForce RTX 3080 vs NVIDIA GeForce RTX 5080 — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 5080 vs RX 9070 XT — NVIDIA GeForce RTX 5080 vs AMD Radeon RX 9070 XT — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 3 min read
• M3 Ultra vs RTX 4090 for local LLMs — Apple M3 Ultra vs NVIDIA GeForce RTX 4090 — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 2 min read
• RTX 4090 vs RX 7900 XTX — NVIDIA GeForce RTX 4090 vs AMD Radeon RX 7900 XTX — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 5070 Ti vs 4070 Ti SUPER — NVIDIA GeForce RTX 5070 Ti vs NVIDIA GeForce RTX 4070 Ti SUPER — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s… SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 5090 vs RX 7900 XTX — does AMD still matter? — | | NVIDIA GeForce RTX 5090 | AMD Radeon RX 7900 XTX | |---|---|---| | Manufacturer | NVIDIA | AMD | | Family | Blackwell | RDNA 3 | |… SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 5080 vs RTX 4080 SUPER — one generation apart — NVIDIA GeForce RTX 5080 vs NVIDIA GeForce RTX 4080 SUPER — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 5090 vs RTX 4090 — is the Blackwell upgrade worth it? — | | NVIDIA GeForce RTX 5090 | NVIDIA GeForce RTX 4090 | |---|---|---| | Manufacturer | NVIDIA | NVIDIA | | Family | Blackwell | Ada… SpecPicks Editorial · 2026-04-21 · 3 min read
• AI coding assistants ranked — Claude Code, Cursor, GitHub Copilot, Aider — Anthropic's CLI agent. Runs in your terminal, sees your whole repo, makes multi-file edits, runs commands, asks clarifying questions. Best… SpecPicks Editorial · 2026-04-21 · 2 min read
• Self-hosting an OpenAI-compatible LLM gateway with LiteLLM — One API shape in your code. model="gpt-4o" vs model="claude-opus-4" vs model="ollama/qwen3:32b" — same client library, same request… SpecPicks Editorial · 2026-04-21 · 2 min read
• Building multi-agent AI orchestrators — LangGraph, DSPy, n8n, and picking the right one — LangChain's state-machine framework. Nodes are agents or tools; edges are state transitions. Best for: Deterministic workflows (this →… SpecPicks Editorial · 2026-04-21 · 2 min read
• RTX 5090 vs Mac Studio M4 Max for AI — which wins in 2026? — Max tok/s on a single fits-in-32GB model: RTX 5090 Runs the biggest models you can fit in consumer silicon: M4 Max (128GB) or M3 Ultra (up… SpecPicks Editorial · 2026-04-21 · 2 min read
• Best Mac for running local LLMs in 2026 — More unified memory wins for LLM work, not CPU core count, not GPU core count. Memory capacity determines which models fit; memory… SpecPicks Editorial · 2026-04-21 · 2 min read
• VRAM calculator: what can you actually run on your GPU? — At q4KM (the most common community quant), weight size is roughly params × 0.6 bytes: 8B model → 4.8 GB weights + KV cache + overhead → ~6… SpecPicks Editorial · 2026-04-21 · 2 min read
• 3dfx Voodoo5 5500 AGP tuning guide — 2026 edition — Amigamerlin drivers, vcache fix, VSA-100 overclocking, and the FX_GLIDE_REFRESH_RATE environment variable that unlocks CRT-era refresh… SpecPicks Editorial · 2026-04-21 · 8 min read
• Open WebUI — self-hosted ChatGPT for your local models — Multi-user auth with RBAC — kids get one account, adults another, admin gets model management RAG pipeline built in — drop a PDF, ask… SpecPicks Editorial · 2026-04-21 · 5 min read
• ComfyUI for local image generation — the 2026 setup guide — Memory efficiency: ComfyUI lazy-loads model components. On a 12GB card you can run full Flux.1 workflows that crash A1111. Workflow reuse… SpecPicks Editorial · 2026-04-21 · 7 min read
• Ollama vs llama.cpp vs vLLM — which local LLM runtime wins in 2026? — Ollama for setup simplicity, llama.cpp for low-level control, vLLM for production throughput. Real tok/s numbers, memory footprints, and… SpecPicks Editorial · 2026-04-21 · 10 min read
• How to run Llama 3.1 70B on Apple M3 Ultra — Llama 3.1 70B on Apple M3 Ultra runs at 14–22 tok/s at q4_K_M. Why an M3 Ultra Mac Studio is the cheapest comfortable 70B box in 2026. Mike Perry · 2026-04-21 · 12 min read
• How to run Qwen 3 32B on Apple M3 Ultra — Qwen 3 32B on Apple M3 Ultra runs at 28–45 tok/s at q4_K_M with reasoning mode. The cheapest comfortable 32B local-inference setup as of… Mike Perry · 2026-04-21 · 12 min read
• How to run Qwen 3 14B on Apple M3 Ultra — Qwen 3 14B on Apple M3 Ultra runs at 55–80 tok/s at q4_K_M with reasoning mode. Why this size beats 8B for agent work, and when not to… Mike Perry · 2026-04-21 · 11 min read
• How to run Llama 3.1 8B on Apple M3 Ultra — Llama 3.1 8B on Apple M3 Ultra runs at 75–110 tok/s at q4_K_M — faster than you can read. Install, benchmark, and routing patterns. Mike Perry · 2026-04-21 · 10 min read
• How to Run DeepSeek-R1 32B on Apple M4: Which Mac You Need + Real tok/s — DeepSeek-R1 32B on Apple M4 needs at least an M4 Pro 48 GB or M4 Max 36 GB. Expect 18-26 tok/s at q4_K_M. Verified install steps for… Mike Perry · 2026-04-21 · 12 min read
• How to run Llama 3.1 70B on Apple M4 — Llama 3.1 70B on Apple M4 needs M4 Max 64GB+ for usable throughput. Full install via Ollama, llama.cpp, or MLX, plus RAM tiers, pitfalls… Mike Perry · 2026-04-21 · 11 min read
• How to run Qwen 3 32B on Apple M4 (2026) — Qwen 3 32B on Apple M4 needs an M4 Pro 48 GB+ or M4 Max for usable throughput. Full install guide for Ollama, llama.cpp, and MLX with… Mike Perry · 2026-04-21 · 11 min read
• How to run Qwen 3 14B on Apple M4 — Run Qwen 3 14B on Apple M4 at 12–18 tok/s — install via Ollama, llama.cpp, or MLX, plus M4 SKU benchmarks, thinking-mode tips, and when to… Mike Perry · 2026-04-21 · 11 min read
• How to run Llama 3.1 8B on Apple M4 — Run Llama 3.1 8B on Apple M4 at 18–29 tok/s — install via Ollama, llama.cpp, or MLX, plus M4 SKU benchmarks, pitfalls, and when 16GB… Mike Perry · 2026-04-21 · 11 min read
• How to run DeepSeek-R1 32B on Apple M4 Pro — Run DeepSeek-R1 32B on Apple M4 Pro at 11–17 tok/s — install via Ollama, llama.cpp, or MLX, plus M4 Pro RAM tiers, pitfalls, and when to… Mike Perry · 2026-04-21 · 11 min read
• How to run Llama 3.1 70B on Apple M4 Pro — Step-by-step Ollama and llama.cpp setup for Llama 3.1 70B on Apple M4 Pro 64 GB with 10-14 tok/s benchmarks, quantisation choices, and the… Mike Perry · 2026-04-21 · 10 min read
• How to run Qwen 3 32B on Apple M4 Pro — Step-by-step Ollama and llama.cpp setup for Qwen 3 32B on Apple M4 Pro 48/64 GB with 20-28 tok/s benchmarks, quantisation choices, and… Mike Perry · 2026-04-21 · 10 min read
• How to run Qwen 3 14B on Apple M4 Pro — Step-by-step Ollama and llama.cpp setup for Qwen 3 14B on Apple M4 Pro with 38-55 tok/s benchmarks, thinking-mode controls, and common… Mike Perry · 2026-04-21 · 10 min read
• How to run Llama 3.1 8B on Apple M4 Pro (2026) — Llama 3.1 8B on an Apple M4 Pro Mac mini or MacBook Pro: full install commands for Ollama, llama.cpp, and MLX, measured 55-95 tok/s across… Mike Perry · 2026-04-21 · 11 min read
• How to run DeepSeek-R1 32B on Apple M4 Max — Step-by-step Ollama and llama.cpp setup for DeepSeek-R1 32B on Apple M4 Max with real tok/s numbers, quantisation trade-offs, and the… Mike Perry · 2026-04-21 · 10 min read
• How to run Llama 3.1 70B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on Apple M4 Max. Mike Perry · 2026-04-21 · 11 min read
• How to run Qwen 3 32B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on Apple M4 Max. Mike Perry · 2026-04-21 · 10 min read
• How to run Qwen 3 14B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on Apple M4 Max. Mike Perry · 2026-04-21 · 9 min read
• How to run Llama 3.1 8B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 8B on Apple M4 Max. Mike Perry · 2026-04-21 · 10 min read
• How to run DeepSeek-R1 32B on Arc B580 — Arc B580 has 12 GB of GDDR6. DeepSeek-R1 32B at q4KM wants ~19 GB of it for weights alone, plus another 2-3 GB of KV cache at 4K context… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 70B on Arc B580 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on Arc B580. Mike Perry · 2026-04-21 · 10 min read
• How to run Llama 3.1 8B on Arc B580 — Arc B580 has 12 GB of GDDR6. Llama 3.1 8B at q4KM is ~4.8 GB of weights alone. Verdict: ✅ Fits natively. Expect ~60-80 tok/s sustained… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 14B on NVIDIA GeForce RTX 5070 — Exact commands, expected tok/s, VRAM math, and the gotchas for running Qwen 3 14B on the RTX 5070 in 2026. Mike Perry · 2026-04-21 · 10 min read
• How to run Llama 3.1 8B on NVIDIA GeForce RTX 5070 — NVIDIA GeForce RTX 5070 has 12 GB of GDDR7. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run DeepSeek-R1 32B on AMD Radeon RX 7900 XTX — AMD Radeon RX 7900 XTX has 24 GB of GDDR6. DeepSeek-R1 32B at q4KM wants ~22 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 70B on AMD Radeon RX 7900 XTX — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on AMD Radeon RX 7900 XTX. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 32B on AMD Radeon RX 7900 XTX — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on AMD Radeon RX 7900 XTX. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 14B on AMD Radeon RX 7900 XTX — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on AMD Radeon RX 7900 XTX. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 8B on AMD Radeon RX 7900 XTX — AMD Radeon RX 7900 XTX has 24 GB of GDDR6. Llama 3.1 8B at q4KM wants ~4.9 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 5080 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for DeepSeek-R1 32B on NVIDIA GeForce RTX 5080. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 70B on NVIDIA GeForce RTX 5080 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 5080. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 32B on NVIDIA GeForce RTX 5080 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 5080. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 14B on NVIDIA GeForce RTX 5080 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on NVIDIA GeForce RTX 5080. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 8B on NVIDIA GeForce RTX 5080 — NVIDIA GeForce RTX 5080 has 16 GB of GDDR7. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 3090 — NVIDIA GeForce RTX 3090 has 24 GB of GDDR6X. DeepSeek-R1 32B at q4KM wants ~19.2 GB of it for weights, plus ~2-3 GB for KV cache at 4K… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 70B on NVIDIA GeForce RTX 3090 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 3090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 32B on NVIDIA GeForce RTX 3090 — NVIDIA GeForce RTX 3090 has 24 GB of GDDR6X. Qwen 3 32B at q4KM wants ~22 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 14B on NVIDIA GeForce RTX 3090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on NVIDIA GeForce RTX 3090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 8B on NVIDIA GeForce RTX 3090 — NVIDIA GeForce RTX 3090 has 24 GB of GDDR6X. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone (see the full quantization matrix… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 4090 — NVIDIA GeForce RTX 4090 has 24 GB of GDDR6X. DeepSeek-R1 32B at q4KM wants ~19.2 GB of it for weights, leaving room for the KV cache… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 70B on NVIDIA GeForce RTX 4090 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 4090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 32B on NVIDIA GeForce RTX 4090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 4090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 14B on NVIDIA GeForce RTX 4090 — NVIDIA GeForce RTX 4090 has 24 GB of GDDR6X. Qwen 3 14B at q4KM wants ~10 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 8B on NVIDIA GeForce RTX 4090 — NVIDIA GeForce RTX 4090 has 24 GB of GDDR6X. Llama 3.1 8B at q4KM needs ~4.8 GB for weights alone (about 5.4 GB including a 4K-token KV… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 5090 — NVIDIA GeForce RTX 5090 has 32 GB of GDDR7. DeepSeek-R1 32B at q4KM wants ~19 GB of it for weights, plus ~2-3 GB of KV cache at 4K… SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 70B on NVIDIA GeForce RTX 5090 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 5090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 32B on NVIDIA GeForce RTX 5090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 5090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Qwen 3 14B on NVIDIA GeForce RTX 5090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on NVIDIA GeForce RTX 5090. SpecPicks Editorial · 2026-04-21 · 2 min read
• How to run Llama 3.1 8B on NVIDIA GeForce RTX 5090 — NVIDIA GeForce RTX 5090 has 32 GB of GDDR7. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… SpecPicks Editorial · 2026-04-21 · 2 min read
• Best GPU for Llama 3.1 405B (2026) — Llama 3.1 405B is a multi-GPU question — the real configurations, costs, and when renting beats building in 2026. Mike Perry · 2026-04-21 · 10 min read
• Best GPU for DeepSeek-R1 32B (2026) — Why DeepSeek-R1 32B punishes short contexts, the VRAM math, and the GPUs that handle its long chain-of-thought in 2026. Mike Perry · 2026-04-21 · 10 min read
• Best GPU for Llama 3.1 70B (2026) — Multi-GPU and workstation paths that actually run Llama 3.1 70B locally — VRAM math, throughput, and what to skip in 2026. Mike Perry · 2026-04-21 · 10 min read
• Best GPU for Qwen 3 32B (2026) — Real benchmarks, full quantization matrix, and the shortlist of GPUs that actually run Qwen 3 32B locally in 2026. Mike Perry · 2026-04-21 · 9 min read
• Best GPU for Qwen 3 14B (2026) — Qwen 3 14B needs ~10GB VRAM at q4_K_M. Full quant matrix, real tok/s from the SpecPicks benchmark DB, perf-per-dollar and perf-per-watt… SpecPicks Editorial · 2026-04-21 · 6 min read
• Best GPU for Llama 3.1 8B (2026) — Llama 3.1 8B needs ~6GB VRAM at q4_K_M. Full quant matrix, real tok/s from the SpecPicks benchmark DB, perf-per-dollar and perf-per-watt… SpecPicks Editorial · 2026-04-21 · 6 min read