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AMD Radeon Pro W7800 32GB
AMD · GPU · RDNA3 Pro

AMD Radeon Pro W7800 32GB — Benchmarks & Specs

32 GB VRAM260W TDP$2,499 MSRP2023

Bottom line: how fast is the AMD Radeon Pro W7800 32GB?

At 1080p (High), the AMD Radeon Pro W7800 32GB averages 42 fps in Unreal Engine 5 (PugetBench), per Puget Systems. For local LLM inference it generates 90.0 tokens/sec running mistral:7b at q8_0 under ollama, per MindStudio. In Geekbench 6 Vulkan it scores 175,422 points, per Geekbench Browser. Its 32 GB of VRAM is the binding constraint for local inference: that capacity fits 32B-parameter models at Q4 without offloading to system RAM.

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.

The AMD Radeon Pro W7800 32GB is a graphics card from the RDNA3 Pro family released in 2023 from AMD. Key on-paper specs include 32 GB of GDDR VRAM, 260W TDP. It launched with a $2,499 MSRP, though street prices typically diverge meaningfully from launch pricing — see the linked product cards below for current Amazon listings. Data on this page draws on 10 synthetic benchmark results, 5 community AI inference reports, 3 measured game frame-rate results, aggregated from public benchmark databases (TechPowerUp, PassMark, Geekbench, Cinebench) and the LocalLLaMA community. Read this page when shopping the AMD Radeon Pro W7800 32GB, comparing it against other graphics cards in your build, or sizing it for a specific workload (gaming at 1080p/1440p/4K, productivity benchmarks, or local LLM inference).

Gaming Performance (measured FPS)

Average and 1% low frame rates by game, resolution, and quality preset. Bars are scaled against the fastest result on this page.

Measured gaming frame rates for the AMD Radeon Pro W7800 32GB by game, resolution, and quality preset. “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
Unreal Engine 5 (PugetBench) 1080p High 42 fps — Puget Systems 2023-09-01
Unreal Engine 5 (PugetBench) 1080p High (Lumen SW RT) RT on 30 fps — Puget Systems 2023-09-01
Unreal Engine 5 (PugetBench) 1080p RT Ultra (HW RT) RT on 22 fps — Puget Systems 2023-09-01

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 AMD Radeon Pro W7800 32GB, in generated tokens per second. Higher is better; each row links to the community report or benchmark database it came from.
Model Quantization Relative Tokens/sec VRAM used Source
mistral:7b q8_0 ollama 90.0 tok/s — MindStudio 2024-06-01
qwen2.5:32b Q6_K ollama 31.0 tok/s — MindStudio 2024-06-01
llama3.3:70b q4_K_M ollama 20.0 tok/s — MindStudio 2024-06-01
deepseek-r1-distill-qwen:32b q8_0 llama.cpp 19.1 tok/s — Windows Forum (AMD benchmark data via Tom's Hardware) 2025-03-01
deepseek-r1-distill-llama:70b q4_K_M llama.cpp 12.8 tok/s — Windows Forum (AMD benchmark data via Tom's Hardware) 2025-03-01

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 AMD Radeon Pro W7800 32GB — higher is better. Each row links to the public database the number was taken from.
Benchmark Relative Score Source
Geekbench 6 Vulkan 175,422 points Geekbench Browser 2023-07-01
Geekbench 6 OpenCL 154,366 points Geekbench Browser 2023-07-01
PassMark G3D Mark 27,300 points PassMark (39 submitted samples) 2026-06-01
PassMark G3D Mark 27,212 points PassMark Software 2026-04-29
PassMark GPU Compute 14,607 Ops/Sec PassMark Software 2026-04-29
3DMark Time Spy 11,538 points topcpu.net 2023-04-01
3DMark Time Spy 11,538 points 3DMark / TopCPU.net GPU Rankings 2026-04-01
3DMark Time Spy 11,538 points TopCPU.net (aggregated user submissions) 2026-05-01
3DMark Time Spy 11,538 points TopCPU (3DMark GPU Performance Rankings) 2023-04-01
Blender GPU Score 2,556 points Puget Systems 2023-06-20

Full Specifications

tdp w260
vram gb32
memory typeGDDR6

AMD Radeon Pro W7800 32GB — Frequently Asked Questions

What is the AMD Radeon Pro W7800 32GB best used for?
AMD Radeon Pro W7800 32GB is positioned as a 32 GB VRAM RDNA3 Pro-family graphics card. Use it for high-end 4K gaming and local LLM inference. See the synthetic + AI benchmark tables below for measured performance.
When was the AMD Radeon Pro W7800 32GB released, and what was its launch MSRP?
AMD Radeon Pro W7800 32GB launched in 2023 at a $2,499 MSRP. Street prices diverge from launch pricing over a product's lifetime — check the linked Amazon listings on this page for current availability.
Where do the benchmark numbers on this page come from?
Synthetic benchmarks are scraped from public databases (TechPowerUp, PassMark, Geekbench Browser, Cinebench leaderboards). AI inference numbers come from the LocalLLaMA community (Reddit threads, llama.cpp / Ollama discussion logs, and Phoronix when available). Every benchmark row carries an inline source citation — click through to verify the original number.
Can the AMD Radeon Pro W7800 32GB run local LLMs?
Yes — AMD Radeon Pro W7800 32GB has 5 AI inference benchmarks on file (see the AI Inference Performance section above for model + tokens-per-second numbers). With 32 GB VRAM, it fits the popular 32B-parameter open-weight models at Q4 quantization comfortably.
Where can I buy the AMD Radeon Pro W7800 32GB?
Active Amazon listings aren't on file for this exact SKU yet. See the linked benchmark sources and the Compare tool for adjacent parts that may be in stock — and check the /benchmarks index for the latest curated picks in this category.

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