PC Hardware Reviews & Deep-Dive Guides — 30+ Articles

In-depth reviews and long-form guides on GPUs, CPUs, home AI workstations, local LLM runtimes, retro PC builds, and the tools real builders use in 2026.

• 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 generat… 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 s… SpecPicks Editorial · 2026-04-22 · 11 min read
• Best GPU for an AI rig in 2026 — the shortlist — The GPU you buy for a home AI rig is a bet about what you'll want to run in 18 months. Here's how the shortlist looks in 2026. 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 sh… 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 profil… 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 head-to-hea… SpecPicks Editorial · 2026-04-21 · 3 min read
• Apple M4 Max vs RTX 5090 for AI workloads — Apple M4 Max vs NVIDIA GeForce RTX 5090 — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 2 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. SpecPicks Editorial · 2026-04-21 · 3 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. SpecPicks Editorial · 2026-04-21 · 3 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. SpecPicks Editorial · 2026-04-21 · 3 min read
• RTX 5090 vs RX 7900 XTX — does AMD still matter? — NVIDIA GeForce RTX 5090 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 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 vs NVIDIA GeForce RTX 4090 — MSRP, VRAM, TDP, synthetic scores, and real AI inference tok/s head-to-head. SpecPicks Editorial · 2026-04-21 · 3 min read
• AI coding assistants ranked — Claude Code, Cursor, GitHub Copilot, Aider — Four tools dominate AI-assisted development. Which you pick depends on whether you want CLI, IDE, or browser. SpecPicks Editorial · 2026-04-21 · 2 min read
• Self-hosting an OpenAI-compatible LLM gateway with LiteLLM — Point your apps at a single endpoint; LiteLLM routes to Claude, OpenAI, Ollama, or vLLM based on model name. SpecPicks Editorial · 2026-04-21 · 2 min read
• Building multi-agent AI orchestrators — LangGraph, DSPy, n8n, and picking the right one — Three frameworks dominate agent orchestration in 2026. Picking LangGraph vs DSPy vs n8n for your use case. SpecPicks Editorial · 2026-04-21 · 2 min read
• RTX 5090 vs Mac Studio M4 Max for AI — which wins in 2026? — NVIDIA Blackwell 32GB vs Apple Silicon 128GB unified memory. Pure tok/s, memory flexibility, power draw, and what you really buy. SpecPicks Editorial · 2026-04-21 · 2 min read
• Best Mac for running local LLMs in 2026 — M4 vs M4 Pro vs M4 Max vs M3 Ultra — which Apple Silicon chip is right for local AI, with unified memory as the key variable. SpecPicks Editorial · 2026-04-21 · 2 min read
• VRAM calculator: what can you actually run on your GPU? — A VRAM-first breakdown of which LLMs fit on 8GB, 12GB, 16GB, 24GB, 32GB, and 48GB+ cards, at every common quantization. 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 rate… SpecPicks Editorial · 2026-04-21 · 8 min read
• NSC Dashboard — a reference multi-agent orchestration stack — The open-source NSC Dashboard orchestrates a fleet of retro PCs, a 30-min-interval market research pipeline, and per-customer app build que… SpecPicks Editorial · 2026-04-21 · 9 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, an… SpecPicks Editorial · 2026-04-21 · 10 min read
• Open WebUI — self-hosted ChatGPT for your local models — Open WebUI wraps Ollama with multi-user auth, RAG, function calling, and a UI that doesn't embarrass you. SpecPicks Editorial · 2026-04-21 · 5 min read