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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
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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 31.0 tokens/sec running qwen2.5:32b at Q6_K 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: by capacity alone it should fit 32B-parameter models at Q4 without offloading to system RAM (estimated from VRAM capacity, not a measured run).

Every measured 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 model-size range is an estimate from VRAM capacity. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.

Check what fits in 32 GB: by Q4-class file size, 20 of the 23 open-weight models in the SpecPicks Will-It-Run matrix load entirely into the AMD Radeon Pro W7800 32GB's 32 GB with 1.5 GB left for an ~8K context, up to DeepSeek-R1-Distill-Qwen 32B (a 19.9 GB Q4_K_M file per its Hugging Face listing). Check a model in the Will-It-Run matrix →

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 GDDR6 VRAM, 260W TDP. It launched with a $2,499 MSRP, though street prices typically diverge meaningfully from launch pricing. Data on this page draws on 13 synthetic benchmark results (top 10 shown), 3 community AI inference reports, 5 game frame-rate results, compiled from Puget Systems, MindStudio, PassMark, SiliconCat, Geekbench Browser, StorageReview, TopCPU.net, Windows Forum; each table row links to its source. 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, 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 AMD Radeon Pro W7800 32GB 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
Call of Duty: Warzone 1080p High 90 fps — SiliconCat 2026-09-15
Cyberpunk 2077 1440p High 75 fps — SiliconCat 2026-09-15
Unreal Engine 5 (PugetBench) 1080p High 42 fps — Puget Systems 2023-09
Unreal Engine 5 (PugetBench) 1080p High (Lumen SW RT) RT on 30 fps — Puget Systems 2023-09
Unreal Engine 5 (PugetBench) 1080p RT Ultra (HW RT) RT on 22 fps — Puget Systems 2023-09

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 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
mistral:7b q8_0 ollama 90.0 tok/s — MindStudio 2024-06
qwen2.5:32b Q6_K ollama 31.0 tok/s — MindStudio 2024-06
deepseek-r1-distill-qwen:32b q8_0 llama.cpp 19.1 tok/s — Windows Forum (AMD benchmark data via Tom's Hardware) 2025-03

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. A benchmark listed more than once is separate published results, shown as published rather than averaged.
Benchmark Relative Score Source
Geekbench 6 Vulkan 175,422 points Geekbench Browser 2023-07
Geekbench 6 OpenCL 154,366 points Geekbench Browser 2023-07
PassMark G3D Mark 27,300 points PassMark (39 submitted samples) retrieved 2026-06-09
PassMark G3D Mark 27,212 points PassMark Software retrieved 2026-04-30
PassMark GPU Compute 14,607 Ops/Sec PassMark Software retrieved 2026-04-30
3DMark Time Spy 11,538 points TopCPU.net (aggregated user submissions) retrieved 2026-06-09
3DMark Time Spy 10,604 points SiliconCat 2023-09
Blender GPU Score 2,556 points Puget Systems 2023-06-20
Blender Benchmark (Cycles) - Monster 1,268 samples/min StorageReview 2023-09
PassMark G2D Mark 1,179 points PassMark Software retrieved 2026-04-30

Full Specifications

TDP260 W
VRAM32 GB
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 a 32 GB VRAM RDNA3 Pro-family workstation graphics card. Professional 3D modeling, CAD, rendering and simulation on certified drivers, plus local LLM inference in its large VRAM pool, are the headline use cases; the benchmark tables on this page place it within its generation.
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 drift from launch pricing over a product's life, so check the current listing before buying.
Where do the AMD Radeon Pro W7800 32GB 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 AMD Radeon Pro W7800 32GB run local LLMs?
Yes — AI inference results for the AMD Radeon Pro W7800 32GB are on file; the AI Inference Performance section on this page lists model, quantization and tokens-per-second for each run. With 32 GB VRAM, 32B-parameter open-weight models fit at Q4 quantization.
Where can I buy the AMD Radeon Pro W7800 32GB?
SpecPicks has no verified listing of the AMD Radeon Pro W7800 32GB 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.

Buying guides that rank the AMD Radeon Pro W7800 32GB'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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