Skip to main content
Radeon RX 6600 XT
AMD · GPU · RDNA 2

AMD Radeon RX 6600 XT — Benchmarks & Specs

8 GB VRAM160W TDP$379 MSRP2021

Short answer: the AMD Radeon RX 6600 XT generates a median 34.0 tokens/sec on 7-9B dense models at 4-bit (Q4) under llama.cpp, across 5 cited runs from knightli.com, llama.cpp GitHub, GitHub: ChharithOeun/llm-amd-windows and DEV Community. 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 27 models fit). At the $499.00 Amazon price checked 19 h ago (prices change), that is 68.1 tok/s per $1,000, the SpecPicks Value Index. That ranks #21 of 29 GPUs on tok/s per $1,000 in the SpecPicks value table (table built 2026-10-23 10:41 UTC).

Compare 8 current listings ↓ Find Radeon RX 6600 XT on eBay → View Current Price on Amazon → Details →

Who should buy this instead: the AMD Radeon RX 6600 XT's 8 GB puts it in the 8 GB tier of the local-LLM GPU picks by VRAM (one card per tier, each with cited tok/s). If they need more than 8 GB, start at the 12 GB pick.

Bottom line: how fast is the Radeon RX 6600 XT?

SpecPicks median: 34.0 tokens/sec across 5 cited single-user runs of 7-9B dense models at 4-bit (Q4) under llama.cpp (range 20.4–64.5 tok/s), from knightli.com, llama.cpp GitHub, GitHub: ChharithOeun/llm-amd-windows, DEV Community (2 runs). At the $499.00 Amazon price of the cheapest linked listing (checked ; prices change), that is a SpecPicks Value Index of 68.1 tok/s per $1,000. One of those runs: llama3.1:8b at q4_K_M generates 20.9 tokens/sec under llama.cpp, per DEV Community. At 1440p Ultra, the Radeon RX 6600 XT averages 70 fps in Borderlands 3, per HWCooling.net. In 3DMark Fire Strike it scores 28,481 points, per LanOC Reviews. Its 8 GB of VRAM is the binding constraint for local inference: the llama3.1:8b run above (8B parameters) is the largest model on file at 4-bit quantization on this card.

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, and the per-$1,000 figure divides it by the dated listing price. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.

Amazon listing: $499.00

This Amazon listing is above the Radeon RX 6600 XT's $379 launch MSRP. Compare new and used listings on eBay before buying.

*Price sourced from Amazon.com. Last updated 2026-10-22. Price and availability subject to change.

Check what fits in 8 GB: by file size at each listed quantization, 8 of the 27 open-weight model files in the SpecPicks Will-It-Run matrix load entirely into the AMD Radeon RX 6600 XT's 8 GB while keeping at least 1.5 GB reserved for an ~8K context; the largest that fits, Gemma 2 9B (a 5.8 GB Q4_K_M file per its Hugging Face listing), leaves roughly 2.2 GB free. Check a model in the Will-It-Run matrix →

The Radeon RX 6600 XT is a graphics card from the RDNA 2 family released in 2021 from AMD. Key on-paper specs include 8 GB of GDDR6 VRAM, 160W TDP. It launched with a $379 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 9 linked listings, 13 synthetic benchmark results (top 10 shown), 8 community AI inference reports, 73 game frame-rate results (top 15 shown), compiled from DEV Community, HWCooling.net, Digital Trends, Trusted Reviews, knightli.com, OC Inside, GitHub: ChharithOeun/llm-amd-windows, LanOC Reviews, llama.cpp GitHub, Kevin Games, KitGuru, LocalLLaMA, PassMark, Reviewed.com; each table row links to its source. Read this page when shopping the Radeon RX 6600 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 6600 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
Civilization VI 1080p Ultra 161 fps — Digital Trends 2022-04-21
Battlefield V 1080p Ultra 160 fps 145 fps HWCooling.net 2024-01-24
Battlefield V 1080p Ultra 139 fps — Digital Trends 2022-04-21
Civilization VI 1440p Ultra 137 fps — Digital Trends 2022-04-21
Fortnite 1080p Epic 137 fps — Digital Trends 2022-04-21
Forza Horizon 4 1440p Ultra 132 fps — Reviewed.com 2021-08-11
Control 1080p Ultra 116 fps — Trusted Reviews 2021-08-10
Control 1080p Ultra 116 fps — Kevin Games 2026-06-10
Battlefield V 1440p Ultra 111 fps — HWCooling.net 2024-01-24
Borderlands 3 1080p Ultra 107 fps 95 fps HWCooling.net 2024-01-24
Battlefield V 1440p Ultra 100 fps — Digital Trends 2022-04-21
Borderlands 3 1080p Ultra 95 fps — Trusted Reviews 2021-08-10
Gears 5 1080p Ultra 92 fps — KitGuru 2021-08-10
Horizon Zero Dawn 1080p Ultra 92 fps — Trusted Reviews 2021-08-10
Borderlands 3 1440p Ultra 70 fps — HWCooling.net 2024-01-24

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 6600 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 2026-04-23
llama2:7b q4_0 llama.cpp 53.9 tok/s — llama.cpp GitHub 2024-12-18
llama-2:7b q4_0 llama.cpp 53.9 tok/s — knightli.com 2026-04-23
mistral:7b q4_0 llama.cpp 34.0 tok/s — GitHub (ChharithOeun/llm-amd-windows) 2024-06
llama3.1:8b q4_K_M llama.cpp 20.9 tok/s — DEV Community 2026-06
qwen2.5:7b q4_K_M llama.cpp 20.4 tok/s — DEV Community 2026-06
phi3:mini q4_K_M llama.cpp 16.4 tok/s — DEV Community 2026-06

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.

Synthetic benchmark scores for the Radeon RX 6600 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
3DMark Fire Strike 28,481 points LanOC Reviews 2021-08-10
3DMark Fire Strike (Graphics) 27,766 points HWCooling.net 2024-01-24
PassMark G3D Mark 16,450 pts PassMark retrieved 2026-04-20
3DMark Fire Strike Extreme 12,070 points OC Inside 2021-08-11
3DMark Time Spyamd rx 6600 xt review 9,644 points Digital Trends 2022-04-21
3DMark Time Spy (Graphics) 9,418 points HWCooling.net 2024-01-24
3DMark Time Spy 9,221 points OC Inside 2021-08-11
3DMark Port Royal 4,446 points LanOC Reviews 2021-08-10
3DMark Port Royal 4,378 points OC Inside 2021-08-11
3DMark Time Spy Extreme 4,371 points Trusted Reviews 2021-08-10

Products Featuring the Radeon RX 6600 XT

Systems with the Radeon RX 6600 XT

Laptops and desktops that ship with the Radeon RX 6600 XT — whole systems, listed separately from the part itself.

Full Specifications

PCIePCIe 4.0 x8
TDP160 W
VRAM8 GB
RT cores32
Memory typeGDDR6
Process7 nm
Fp32 tflops10.6
ArchitectureRDNA 2.0
Shading units2048
Transistors11060 million
Base clock1968 MHz
Memory bus128-bit
Boost clock2589 MHz
Suggested PSU450 W
Memory bandwidth gbs256

Radeon RX 6600 XT — Frequently Asked Questions

What is the Radeon RX 6600 XT best used for?
Radeon RX 6600 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 6600 XT released, and what was its launch MSRP?
Radeon RX 6600 XT launched in 2021 at a $379 MSRP. Street prices drift from launch pricing over a product's life, so check the current listing before buying.
Where do the Radeon RX 6600 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 6600 XT run local LLMs?
Yes — AI inference results for the Radeon RX 6600 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 6600 XT?
Amazon listings for the Radeon RX 6600 XT are linked at the top of this page and in the Products Featuring the Radeon RX 6600 XT section. SpecPicks earns a small affiliate commission on qualifying purchases, at no extra cost to the buyer.

Buying guides that rank the Radeon RX 6600 XT's class

This page is the raw performance data. The guides below turn it into a ranked pick for a specific build.

Related GPUs

Editorial guides covering the Radeon RX 6600 XT

In-depth SpecPicks reviews, build guides, and head-to-heads referencing this graphics card.

More guides & deep dives from the SpecPicks archive

Browse all articles & guides →

More reviews from the SpecPicks archive

Browse all reviews →

More buying guides from SpecPicks

Browse all buying guides →

Hardware benchmark data on SpecPicks

All benchmarks →
Radeon RX 6600 XT
Radeon RX 6600 XT
$499.00
View on Amazon →