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Radeon RX 6650 XT
AMD · GPU · RDNA 2

AMD Radeon RX 6650 XT — Benchmarks & Specs

8 GB VRAM$399 MSRP2022

Short answer: the AMD Radeon RX 6650 XT generates a median 62.1 tokens/sec on 7-9B dense models at 4-bit (Q4) under llama.cpp, across 3 cited runs from knightli.com llama.cpp GPU Vulkan Scoreboard and llama.cpp GitHub Discussion #10879. 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).

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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.

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 6650 XT'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 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.

Gaming frame rates for the Radeon RX 6650 XT by game, resolution, and quality preset. Rows from aggregator sites are estimates, not measured runs, dated by when SpecPicks fetched them. “1% low” is the frame-time floor that determines perceived smoothness. Each row links to its original review or benchmark database.
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
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
Red Dead Redemption 2 1440p Ultra 103 fps 89 fps Tech4Gamers 2023-10
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

AI Inference Performance

Tokens per second under each model + quantization. Higher = faster generation. Bars compare runs across the same model.

Local LLM inference throughput on the Radeon RX 6650 XT, in generated tokens per second for a single request (one user's generation speed). Higher is better; each row links to the community report or benchmark database it came from.
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
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.

Synthetic benchmark scores for the Radeon RX 6650 XT — higher is better. Each row links to the public database the number was taken from. A benchmark listed more than once is separate published results, shown as published rather than averaged.
Benchmark Relative Score Source
Geekbench 5 OpenCL 90,831 points PCBench.net 2024-01
3DMark Fire Strike Graphics 29,796 points technical.city retrieved 2026-06-10
3DMark Fire Strike 26,594 points Wccftech 2022-05-10
PassMark G3D Mark 17,160 points PCBench.net 2024-01
PassMark G3D Mark 17,124 pts PassMark retrieved 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

VRAM8 GB

Radeon RX 6650 XT — Frequently Asked Questions

What is the Radeon RX 6650 XT best used for?
Radeon RX 6650 XT is an 8 GB VRAM RDNA 2-family graphics card. 1080p gaming and general productivity are the headline use cases; the benchmark tables on this page place it within its generation.
When was the Radeon RX 6650 XT released, and what was its launch MSRP?
Radeon RX 6650 XT launched in 2022 at a $399 MSRP. Street prices drift from launch pricing over a product's life, so check the current listing before buying.
Where do the Radeon RX 6650 XT benchmark numbers come from?
Each benchmark row on this page names its source (public benchmark databases such as TechPowerUp, PassMark, Geekbench and Cinebench, and community reports such as r/LocalLLaMA threads) and links to it, so every number can be checked against the original.
Can the Radeon RX 6650 XT run local LLMs?
Yes — AI inference results for the Radeon RX 6650 XT are on file; the AI Inference Performance section on this page lists model, quantization and tokens-per-second for each run. 8 GB VRAM fits models up to about 9B parameters at Q4.
Where can I buy the Radeon RX 6650 XT?
SpecPicks has no verified listing of the Radeon RX 6650 XT on file yet; the Amazon search link at the top of this page shows its current offers. SpecPicks earns a small affiliate commission on qualifying purchases.

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