AMD Radeon RX 6650 XT — Benchmarks & Specs
Bottom line: how fast is the Radeon RX 6650 XT?
SpecPicks median: 62.1 tokens/sec across 3 cited single-user runs of 7-9B dense models at 4-bit (Q4) under llama.cpp (range 62.1–64.5 tok/s), from knightli.com llama.cpp GPU Vulkan Scoreboard (2 runs), llama.cpp GitHub Discussion #10879. One of those runs: llama2:7b at q4_0 generates 64.5 tokens/sec under llama.cpp, per knightli.com llama.cpp GPU Vulkan Scoreboard. At 1440p Ultra, the Radeon RX 6650 XT averages 38 fps in Final Fantasy VII Rebirth with a 32 fps 1% low, per PCBench. In Geekbench 5 OpenCL it scores 90,831 points, per PCBench. 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; the SpecPicks median is computed here from the runs it names, each a row in the AI table. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.
The Radeon RX 6650 XT is a graphics card from the RDNA 2 family released in 2022 from AMD. Key on-paper specs include 8 GB of VRAM. It launched with a $399 MSRP, though street prices typically diverge meaningfully from launch pricing. Data on this page draws on 20 synthetic benchmark results (top 10 shown), 6 community AI inference reports, 89 game frame-rate results (top 15 shown), compiled from AskGeek, knightli.com llama.cpp GPU Vulkan Scoreboard, Tech4Gamers, WCCFTech, PCBench, llama.cpp GitHub Discussion #10879, LocalLLaMA, 3DMark, GeekaWhat, Guru3D, Ollama GitHub Issues #16677, PassMark, technical.city, TechSpot, Tom's Hardware; each table row links to its source. Read this page when shopping the Radeon RX 6650 XT, 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 |
|---|---|---|---|---|---|---|
| Counter-Strike 2 | 1080p | Ultra | 220 fps | 190 fps | TechSpot 2023-06-12 | |
| Doom Eternal | 1440p | Ultra | 164 fps | 121 fps | Tech4Gamers 2023-10-01 | |
| Counter-Strike 2 | 1080p | Ultra | 154 fps | — | AskGeek 2026-07-11 | |
| Hitman 3 | 1080p | Ultra | 146 fps | 118 fps | Tech4Gamers 2023-07-12 | |
| Shadow of the Tomb Raider | 1080p | Ultra | 138 fps | — | AskGeek 2026-07-11 | |
| Far Cry 6 | 1080p | Ultra | 116 fps | — | AskGeek 2026-07-11 | |
| Starfield | 1080p | Ultra | 112 fps | 95 fps | Guru3D 2023-03-10 | |
| Days Gone | 1080p | Ultra | 112 fps | 70 fps | Tech4Gamers 2023-07-12 | |
| Halo Infinite | 1080p | High | 110 fps | 100 fps | GeekaWhat 2022-05-10 | |
| Counter-Strike 2 | 1440p | Ultra | 108 fps | — | AskGeek 2026-07-11 | |
| Sniper Elite: Resistance | 1080p | Ultra | 104 fps | — | PCBench.net 2026-04-29 | |
| Sniper Elite Resistance | 1080p | Ultra | 104 fps | 86 fps | PCBench 2025-02-01 | |
| Red Dead Redemption 2 | 1440p | Ultra | 103 fps | 89 fps | Tech4Gamers 2023-10-01 | |
| The Witcher 3 (Next-Gen v4.0) | 1080p | Ultra | 101 fps | — | AskGeek 2026-07-11 | |
| Final Fantasy VII Rebirth | 1440p | Ultra | 38 fps | 32 fps | PCBench 2025-02-01 |
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 | 64.5 tok/s | — | knightli.com llama.cpp GPU Benchmark Scoreboard 2026-04-23 | |
| llama2:7b | q4_0 llama.cpp | 62.1 tok/s | — | llama.cpp GitHub Discussion #10879 2024-01-01 | |
| llama2:7b | q4_0 llama.cpp | 62.1 tok/s | — | knightli.com llama.cpp GPU Vulkan Scoreboard 2026-04-23 | |
| llama3.1:8b | — ollama | 52.0 tok/s | 7.2 GB | Ollama GitHub Issues #16677 2026-06-11 | |
| qwen3:30b | — lmstudio | 33.0 tok/s | — | LocalLLaMA 2026-02-05 |
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 |
|---|---|---|---|
| Geekbench 5 OpenCL | 90,831 points | PCBench.net 2024-01-01 | |
| 3DMark Fire Strike Graphics | 29,796 points | technical.city 2022-06-01 | |
| 3DMark Fire Strike | 26,594 points | WCCFTech 2022-05-10 | |
| PassMark G3D Mark | 17,160 points | PCBench.net 2024-01-01 | |
| PassMark G3D Mark | 17,124 pts | PassMark 2026-04-20 | |
| 3DMark Fire Strike Extreme (Graphics Score) | 13,559 points | WCCFTech 2022-05-10 | |
| 3DMark Time Spy | 12,500 pts | Tom's Hardware 2023-02-15 | |
| 3DMark Time Spy | 10,844 points | 3DMark 2022-05-19 | |
| 3DMark Time Spy | 10,493 points | WCCFTech 2022-05-10 | |
| 3DMark Time Spy (Graphics Score) | 10,262 points | WCCFTech 2022-05-10 |
Full Specifications
| VRAM | 8 GB |
|---|
Radeon RX 6650 XT — Frequently Asked Questions
What is the Radeon RX 6650 XT best used for?
When was the Radeon RX 6650 XT released, and what was its launch MSRP?
Where do the Radeon RX 6650 XT benchmark numbers come from?
Can the Radeon RX 6650 XT run local LLMs?
Where can I buy the Radeon RX 6650 XT?
Buying guides that rank the Radeon RX 6650 XT's class
This page is the raw performance data. The guides below turn it into a ranked pick for a specific build.
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