AMD Radeon Pro W7900, AI & Machine Learning Benchmarks & Specs

48GB · AI Score 12.8/100 · anchored estimate vs 51 measured cards

12.8 AI Score Includes estimates

We have not run AMD Radeon Pro W7900 on our bench. These figures are anchored estimates, interpolated per workload against the 51 GPUs we did measure (confidence: low). On Llama 3.1 8B (Q4_K_M) AMD Radeon Pro W7900 should deliver about 122.5 tokens/sec. Stepping up to Qwen3 32B it should hold roughly 32 tok/s. The full Llama 3.3 70B still runs, at about 14.1 tok/s. For image generation, SDXL should run near 2.5 it/s, and FLUX.1-dev at 0.57 it/s. All 12 workloads fit in 48GB. There is no model in our suite this card has to turn down.

AI & Machine Learning benchmark results

Text Generation tok/s 5

Qwen3 4B178.8

Llama 3.1 8B122.5

Qwen2.5-Coder 14B66.6

Qwen3 32B32

Llama 3.3 70B14.1

Workload	Result	Telemetry	Data
Qwen3 4B	178.8 tok/s	estimated	Est.
Llama 3.1 8B	122.5 tok/s	estimated	Est.
Qwen2.5-Coder 14B	66.6 tok/s	estimated	Est.
Qwen3 32B	32 tok/s	estimated	Est.
Llama 3.3 70B	14.1 tok/s	estimated	Est.

Image Generation images/min 3

Stable Diffusion XL5

Z-Image Turbo2.55

FLUX.1 dev1.221

Workload	Result	Telemetry	Data
Stable Diffusion XL	5 images/min	estimated	Est.
Z-Image Turbo	2.55 images/min	estimated	Est.
FLUX.1 dev	1.22 images/min	estimated	Est.

Image Editing images/min 2

Workload	Result	Telemetry	Data
FLUX.1 Kontext dev	0.51 images/min	estimated	Est.
Qwen-Image-Edit	0.4 images/min	estimated	Est.

Video Generation frames/s 2

Workload	Result	Telemetry	Data
LTX-Video (distilled)	1.6 frames/s	estimated	Est.
Wan 2.2 5B (720p)	0.14 frames/s	estimated	Est.

How this estimate is derived. This card hasn’t been through our bench yet, so its numbers are anchored estimates, interpolated from the 51 first-party measured cards (Bandwidth Theil-Sen ladder off NVIDIA anchors × vendor factor (LLM ×0.85, diffusion ×0.5); realistic VRAM floors). The VRAM “won’t fit” gates are exact, since they’re pure capacity limits. Confidence: low. Estimates are replaced with measured data as more silicon goes through the bench. Full methodology →

AMD Radeon Pro W7900 specifications

Architecture	RDNA 3
Stream processors	6,144
VRAM	48GB GDDR6
Memory bus	384-bit
Memory bandwidth	864 GB/s
Boost clock	2,500 MHz
TDP	295 W
Process	5nm / 6nm (chiplet)
Interface	PCIe 4.0 x16
Release date	2023-04-13
Launch MSRP	$3,999

Verdict, AMD Radeon Pro W7900 on real AI workloads

AMD Radeon Pro W7900 scores 12.8/100, #27 of 102. It ran all 12 workloads. Figures are anchored estimates, not measurements, we flag that on every row.

Relative performance: where the AMD Radeon Pro W7900 lands

100% = this card, AI & Machine Learning headline metric (AI Score). #6 of 20 desktop cards in this vertical.

GPU	%	AI Score
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition	354%	45.3
NVIDIA RTX PRO 5000 Blackwell	247%	31.6
NVIDIA RTX A6000	164%	21
NVIDIA RTX PRO 4500 Blackwell	101%	12.9
AMD Radeon Pro W7900	100%	12.8
NVIDIA Quadro RTX 8000	64%	8.2
NVIDIA RTX A5500	59%	7.6
NVIDIA RTX PRO 4000 Blackwell	59%	7.6
NVIDIA Quadro RTX 6000 (Turing)	58%	7.4

One tier up: NVIDIA RTX PRO 4500 Blackwell (+1%)
One tier down: NVIDIA Quadro RTX 8000 (-36%)
Best value alternative ($2,600): NVIDIA RTX PRO 4500 Blackwell (+1%)

← All AI & Machine Learning GPU rankings

What this card can build

Whole-job timings, composed from our measured per-model results on this card.

Workflow	Time	Energy	Basis
24-frame storyboard	10.1 min	n/a	estimate, 0 of 2 stages measured
Full codebase review	15 min	n/a	estimate, 0 of 1 stage measured
6-panel comic page	17 min	n/a	estimate, 0 of 3 stages measured
60-second AI short film	18.6 min	n/a	estimate, 0 of 3 stages measured
Character sheet, 12 poses	24.2 min	n/a	estimate, 0 of 2 stages measured
20 long-form articles	33.1 min	n/a	estimate, 0 of 1 stage measured
10 short social clips	62.5 min	n/a	estimate, 0 of 3 stages measured
40-product photo shoot	85.8 min	n/a	estimate, 0 of 2 stages measured
100-photo restoration batch	3 h 15 min	n/a	estimate, 0 of 1 stage measured