AMD Radeon RX 6600 — Benchmarks & Specs
Short answer: the AMD Radeon RX 6600 generates 50.6 tokens/sec on llama2:7b (q4_0) under llama.cpp in a single cited run, per knightli.com; there are too few comparable runs on file for a median. Its 8 GB of VRAM holds up to Gemma 2 9B at Q4_K_M with an ~8K context, by the Will-It-Run matrix's sizing (8 of 23 models fit).
- Single cited run 50.6 tok/s llama2:7b q4_0, per knightli.com
- Fits in 8 GB up to Gemma 2 9B at Q4_K_M → at ~8K context; 8 of 23 models in the Will-It-Run matrix
- Lowest linked price $309.99 Amazon, checked ; prices change
Bottom line: how fast is the Radeon RX 6600?
At 1440p Ultra, the Radeon RX 6600 averages 25 fps in Tom's Hardware GPU Hierarchy rasterization suite (geomean), per Tom's Hardware. For local LLM inference it generates 50.6 tokens/sec running llama2:7b at q4_0 under llama.cpp, per knightli.com. In 3DMark Fire Strike Graphics Score it scores 23,366 points, per Notebookcheck. It has 8 GB of VRAM, and the llama2:7b run above (7B parameters) is the largest model on file at 4-bit quantization on this card. Larger models have no sourced run on file.
Every figure above is a row in the tables below, and each row links out to the review or public benchmark database the number was taken from. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.
Amazon listing: $309.99
*Price sourced from Amazon.com. Last updated 2026-10-21. Price and availability subject to change.
Read the full comparison → Best $500-600 Gaming PC Build for a Ryzen/RX 6600 Rig
Check what fits in 8 GB: by Q4-class file size, 8 of the 23 open-weight models in the SpecPicks Will-It-Run matrix load entirely into the AMD Radeon RX 6600's 8 GB with 1.5 GB left for an ~8K context, up to Gemma 2 9B (a 5.8 GB Q4_K_M file per its Hugging Face listing). Check a model in the Will-It-Run matrix →
The Radeon RX 6600 is a graphics card from the RDNA 2 family released in 2021 from AMD. Key on-paper specs include 8 GB of VRAM. It launched with a $329 MSRP, though street prices typically diverge meaningfully from launch pricing — see the linked product cards below for current listings. Data on this page draws on 8 linked listings, 13 synthetic benchmark results (top 10 shown), 5 community AI inference reports, 62 game frame-rate results (top 15 shown), compiled from Notebookcheck, ComputerBase, MMORPG.com, 3DMark, knightli.com, TechSpot, KitGuru, LocalLLaMA, Tom's Hardware, ai-ollama.github.io, llama.cpp GitHub Discussion #10879, NoobFeed, PassMark; each table row links to its source. Read this page when shopping the Radeon RX 6600, comparing it against other graphics cards in your build, or sizing it for a specific workload (gaming at 1080p/1440p/4K, synthetic benchmark scores, or local LLM inference).
Gaming Performance (reported FPS)
Average and 1% low frame rates by game, resolution, and quality preset. Bars are scaled against the fastest result on this page.
| Game | Resolution | Settings | Relative | Avg FPS | 1% low | Source |
|---|---|---|---|---|---|---|
| Black Desert Online Remastered | 1080p | Ultra FSR Quality | 188 fps | — | MMORPG.com 2021-10-13 | |
| Counter-Strike 2 | 1080p | High | 182 fps | 97 fps | NoobFeed 2026-09-17 | |
| Doom Eternal | 1080p | Ultra | 165 fps | 131 fps | ComputerBase 2021-10-13 | |
| F1 2021 | 1080p | Ultra High | 136 fps | — | TechSpot 2021-10-13 | |
| Death Stranding | 1080p | Ultra | 135 fps | — | TechSpot 2021-10-13 | |
| Death Stranding | 1080p | Ultra | 133 fps | 109 fps | ComputerBase 2021-10-13 | |
| Final Fantasy XIV: Endwalker | 1080p | Ultra | 124 fps | — | MMORPG.com 2021-10-13 | |
| Far Cry 5 | 1080p | Ultra | 119 fps | — | Notebookcheck 2021-10-13 | |
| Hitman 3 | 1080p | Ultra | 111 fps | 93 fps | ComputerBase 2021-10-13 | |
| F1 2020 | 1080p | Ultra | 108 fps | 86 fps | ComputerBase 2021-10-13 | |
| Far Cry New Dawn | 1080p | Ultra | 100 fps | — | Notebookcheck 2021-10-13 | |
| Black Desert Online Remastered | 1080p | Ultra | 97 fps | — | MMORPG.com 2021-10-13 | |
| Black Desert Online Remastered | 1440p | Ultra FSR Quality | 96 fps | — | MMORPG.com 2021-10-13 | |
| Death Stranding | 1440p | Ultra | 95 fps | — | TechSpot 2021-10-13 | |
| Tom's Hardware GPU Hierarchy rasterization suite (geomean) | 1440p | Ultra | 25 fps | — | Tom's Hardware 2026-06-24 |
AI Inference Performance
Tokens per second under each model + quantization. Higher = faster generation. Bars compare runs across the same model.
| Model | Quantization | Relative | Tokens/sec | VRAM used | Source |
|---|---|---|---|---|---|
| qwen3:8b | Q8_0 llama.cpp | 711.0 tok/s | — | LocalLLaMA 2026-03-27 | |
| llama2:7b | q4_0 llama.cpp | 50.6 tok/s | 3.6 GB | knightli.com 2026-04-23 | |
| llama2:7b | Q4_0 llama.cpp | 50.6 tok/s | — | llama.cpp GitHub Discussion #10879 2024-06 | |
| llama3.2:3b | — ollama | 20.0 tok/s | — | LocalLLaMA 2026-04-02 | |
| mistral:7b | Q4_K_M ollama | 19.0 tok/s | — | ai-ollama.github.io (Ollama AMD GPU DirectML Guide) 2024-06 |
Synthetic Benchmarks
Higher is better. Bars are scaled within each benchmark family (multi-thread, single-thread, etc.) so you can compare like-with-like at a glance.
| Benchmark | Relative | Score | Source |
|---|---|---|---|
| 3DMark Fire Strike Graphics Score | 23,366 points | Notebookcheck 2021-10-13 | |
| 3DMark Fire Strike | 20,362 points | 3DMark 2023-11-23 | |
| PassMark G3D Mark | 15,068 pts | PassMark retrieved 2026-04-20 | |
| PassMark G3D Mark | 15,060 points | PassMark Software retrieved 2026-05-01 | |
| 3DMark Fire Strike Extreme Graphics Score | 10,870 points | Notebookcheck 2021-10-13 | |
| 3DMark Time Spy | 8,612 points | KitGuru 2021-10-10 | |
| 3DMark Time Spy Graphics | 8,155 points | KitGuru 2021-10-10Same result reported by The FPS Review, Guru3D, VideoCardz | |
| 3DMark Time Spy Graphics Score | 7,979 points | Notebookcheck 2021-10-13 | |
| 3DMark Port Royal | 3,928 points | 3DMark 2022-05-31 | |
| 3DMark Speed Way | 1,548 points | 3DMark 2024-05 |
Products Featuring the Radeon RX 6600
Systems with the Radeon RX 6600
Laptops and desktops that ship with the Radeon RX 6600 — whole systems, listed separately from the part itself.
Full Specifications
| VRAM | 8 GB |
|---|
Radeon RX 6600 — Frequently Asked Questions
What is the Radeon RX 6600 best used for?
When was the Radeon RX 6600 released, and what was its launch MSRP?
Where do the Radeon RX 6600 benchmark numbers come from?
Can the Radeon RX 6600 run local LLMs?
Where can I buy the Radeon RX 6600?
Buying guides that rank the Radeon RX 6600's class
This page is the raw performance data. The guides below turn it into a ranked pick for a specific build.
Editorial guides covering the Radeon RX 6600
In-depth SpecPicks reviews, build guides, and head-to-heads referencing this graphics card.
- GTX 1050 Ti in 2026: Performance, Use Cases, and Modern Comparisons
- Best 8GB GPU for Local LLMs in 2026
- 1080p Gaming PC Build 2026: Cost, Parts, FPS
- 4K Gaming PC Build 2026: Cost, Parts, FPS
- 9800X3D + RTX 5070 Ti PC Build 2026: 1440p High-Refresh
- 1440p Gaming PC Build 2026: Cost, Parts, FPS
- Prebuilt Gaming PCs 2026: RTX 5060 vs 5060 Ti vs 5070
- Ryzen CPU Deals 2026: 5600X, 5800X3D and 9800X3D Price Lines
- Browse all SpecPicks reviews →
More guides & deep dives from the SpecPicks archive
Browse all articles & guides →- Emulation Hardware in 2026: FPGA, Software, and Cart-Reader Ecosystems
- Best Budget Gaming PC Build 2026 — ~$1,000 ($800 on Sale)
- How to Build a Windows 98 Retro PC in 2026
- The Complete Voodoo5 5500 AGP Driver Guide (2026 Edition)
- RTX 4070 Super vs RX 7800 XT — Which to Buy in 2026
- Best 1440p Gaming GPUs in 2026
- Best Retro Handhelds in 2026 — From $35 to $500
More reviews from the SpecPicks archive
Browse all reviews →- FIDECO vs Unitek vs Vantec: The Best IDE-to-USB Adapter for Rescuing Retro Drives in 2026
- Benchmarking Open Models for Agentic Tool Use on an RTX 3060
- Best 12GB GPU for Local LLMs in 2026
- 1440p High-Refresh vs 4K for Gaming in 2026: ASUS TUF 27" QHD vs SANSUI/KOORUI 4K
- Run a Local LLM on a Raspberry Pi 4 8GB: What Works in 2026
- Raspberry Pi AI Kit 2025: Specs, Uses, and Limits
- Voodoo 5 6000 Verdict: What the Lab Established and Tests Next
- Best SATA SSDs for Gaming and Emulation in 2026
- Turn a Raspberry Pi Pico W Into a Driverless USB WiFi Adapter
- Asus RTX 5060 Near-MSRP Deal Has Expired
- Local LLM vs Claude in 2026: What an RTX 3060 12GB Rig Actually Replaces
- ComfyUI on a 12GB GPU: SDXL and Flux Setup, VRAM Limits, and Real Throughput
- Kimi-Dev-72B Local Coding Benchmarks: VRAM Required, Tok/s, and How It Stacks Against DeepSeek V4 and…
- Best Mac for AI & LLM Workloads in 2026
- Ollama on Intel + AMD via IPEX-LLM: Docker Compose Guide
- Ryzen 7 5800X3D vs Core i7-14700K on DDR4 for 1440p Gaming (2026)
- Sound Blaster Audigy FX vs Sound BlasterX G6: Picking a Card for Retro and Modern Dual-Boot
- No GPU Required? Testing Local LLM Inference on the Ryzen 5 5600G iGPU
- Best PC Streaming Starter Kit in 2026: 5 Picks
- Ryzen 7 5800X3D vs Core i7-14700K: DDR4's Last Big Fight
- Noctua NH-U12S vs DeepCool AK620 for Ryzen Overclocking: Air-Cooler Showdown
- A 4B Local Coding Agent That Hits 87%: Does It Run on a 3060?
- Stable Diffusion WebUI Forge in 2026: Faster Inference on the RTX 3060 12GB
- Best Controller for RetroPie & Pi Emulation: SN30 Pro vs DualSense
More buying guides from SpecPicks
Browse all buying guides →- Best AM5 Motherboards for 2026
- Best NVMe External Enclosures for 2026
- Best GPU for Running 27B-32B Local LLMs in 2026
- Best PC Cases for Building in 2026
- Best CPUs for Content Creators in 2026
- Best Tools for Building and Repairing Retro PCs in 2026
- Best DDR5 RAM for Gaming PCs in 2026
- Best 1440p 240Hz Gaming Monitors in 2026
- Best Mechanical Keyboards for Gaming in 2026
- Best NVMe SSDs for Gaming in 2026
- Best External SSDs for Content Creators in 2026
- Best Controllers for PC Gaming in 2026
- Best CPUs for Gaming in 2026
- Best Retro Gaming Consoles & Handhelds for 2026
- Best GPUs for 4K Gaming in 2026
- Best 4K Monitors for Content Creators in 2026
- Best Gaming Monitors for 2026
- Best GPUs for Running Local LLMs in 2026
- Best Graphics Cards for Gaming in 2026
- Best CPU Coolers for 2026
- Best Gaming Mice for 2026
Hardware benchmark data on SpecPicks
All benchmarks →- NVIDIA GeForce GTX 1050 Ti — benchmarks & specs
- AMD Ryzen 5 PRO 5650U — benchmarks & specs
- NVIDIA GeForce GTX 1660 Ti — benchmarks & specs
- Radeon RX 9060 XT 8GB — benchmarks & specs
- Ryzen 5 4600G — benchmarks & specs
- NVIDIA GeForce RTX 3090 — benchmarks & specs
- AMD Ryzen 7 7700G — benchmarks & specs
- Ryzen 9 9950X3D — benchmarks & specs
- AMD Ryzen 9 3950X — benchmarks & specs
- AMD Ryzen 5 PRO 5655GE — benchmarks & specs
- Ryzen 7 8845HS — benchmarks & specs
- GeForce RTX 5060 Ti 8GB — benchmarks & specs
- Intel Core i9-12900K — benchmarks & specs
- Quadro RTX 6000 — benchmarks & specs
- Radeon RX 6950 XT — benchmarks & specs
- Quadro RTX 5000 — benchmarks & specs
- Radeon RX 7800 XT — benchmarks & specs
- GeForce RTX 4060 — benchmarks & specs
- Apple M4 — benchmarks & specs
- GRID RTX6000-6Q — benchmarks & specs
- Radeon RX 5600 XT — benchmarks & specs
- NVIDIA GeForce RTX 2070 — benchmarks & specs
- Radeon RX 6850M XT — benchmarks & specs
- PC2700 DDR-333 Memory — benchmarks & specs