NVIDIA RTX PRO 5000 Blackwell, AI & Machine Learning Benchmarks & Specs

48GB · AI Score 31.6/100 · first-party measured on 12 AI workloads

31.6 AI Score ✓ Measured

Every number on this page is first-party: NVIDIA RTX PRO 5000 Blackwell was run on our pinned 12-workload AI suite on 2026-07-12, with under 0.5% run-to-run variance. On Llama 3.1 8B (Q4_K_M) NVIDIA RTX PRO 5000 Blackwell delivers about 208.3 tokens/sec. Stepping up to Qwen3 32B it holds roughly 54.27 tok/s. The full Llama 3.3 70B still runs, at about 26.29 tok/s. For image generation, SDXL runs at 8.73 it/s, and FLUX.1-dev at 1.96 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 4B298.78

Llama 3.1 8B208.3

Qwen2.5-Coder 14B114.63

Qwen3 32B54.27

Llama 3.3 70B26.29

Workload	Result	Telemetry	Data
Qwen3 4B	298.78 tok/s	3.1 GB peak131 W47°C2.29 tok/WQ4_K_M	✓ Measured
Llama 3.1 8B	208.3 tok/s	4.8 GB peak171 W49°C1.22 tok/WQ4_K_M	✓ Measured
Qwen2.5-Coder 14B	114.63 tok/s	8.8 GB peak181 W54°C0.63 tok/WQ4_K_M	✓ Measured
Qwen3 32B	54.27 tok/s	18.8 GB peak166 W57°C0.33 tok/WQ4_K_M	✓ Measured
Llama 3.3 70B	26.29 tok/s	39.9 GB peak158 W61°C0.17 tok/WQ4_K_M	✓ Measured

Image Generation images/min 3

Stable Diffusion XL17.46

Z-Image Turbo9.075

FLUX.1 dev4.2

Workload	Result	Telemetry	Data
Stable Diffusion XL	17.46 images/min	14.5 GB peak297 W63°C3.4 s/img	✓ Measured
Z-Image Turbo	9.08 images/min	25.7 GB peak300 W67°C6.6 s/img	✓ Measured
FLUX.1 dev	4.2 images/min	36.6 GB peak300 W72°C14.3 s/img	✓ Measured

Image Editing images/min 2

Workload	Result	Telemetry	Data
FLUX.1 Kontext dev	1.8 images/min	35.4 GB peak300 W76°C33.2 s/img	✓ Measured
Qwen-Image-Edit	0.8 images/min	40.1 GB peak185 W71°C74.9 s/img	✓ Measured

Video Generation frames/s 2

Workload	Result	Telemetry	Data
LTX-Video (distilled)	4.58 frames/s	9.4 GB peak174 W64°C21.2 s/clip	✓ Measured
Wan 2.2 5B (720p)	0.56 frames/s	37.4 GB peak300 W77°C88.3 s/clip	✓ Measured

How we measured this. Every result comes from our own pinned, reproducible AI suite, 12 workloads: the Qwen3-4B to Llama-70B LLM ladder (llama.cpp, Q4_K_M), SDXL / Z-Image / FLUX-dev generation, FLUX-Kontext / Qwen-Edit editing, and LTX / Wan video, run first-party on rented hardware with under 0.5% run-to-run variance. Peak VRAM, power draw, temperature and tokens-per-watt are captured per workload. “Won’t fit” rows are real data: where a model exceeds the card’s VRAM at the tested precision we record a hard gate rather than silently dropping to a smaller quant. Measured 2026-07-12 · harness 2.0.0-standalone.

NVIDIA RTX PRO 5000 Blackwell specifications

Architecture	Blackwell
CUDA cores	14,080
VRAM	48GB GDDR7 ECC
Memory bus	384-bit
Memory bandwidth	1344 GB/s
Boost clock	2,377 MHz
TDP	300 W
Process	4nm (TSMC 4N)
Interface	PCIe 5.0 x16
Release date	2025-08-01
Launch MSRP	$4,500

Verdict, NVIDIA RTX PRO 5000 Blackwell on real AI workloads

NVIDIA RTX PRO 5000 Blackwell scores 31.6/100, #16 of 102. It ran all 12 workloads. Every figure here is our own measurement.

Relative performance: where the NVIDIA RTX PRO 5000 Blackwell lands

100% = this card, AI & Machine Learning headline metric (AI Score). #3 of 20 desktop cards in this vertical.

GPU	%	AI Score
NVIDIA RTX PRO 6000 Blackwell Workstation Edition	168%	53.1
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition	143%	45.3
NVIDIA RTX PRO 5000 Blackwell	100%	31.6
NVIDIA RTX A6000	66%	21
NVIDIA RTX PRO 4500 Blackwell	41%	12.9
AMD Radeon Pro W7900	41%	12.8
NVIDIA Quadro RTX 8000	26%	8.2

One tier up: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition (+43%)
One tier down: NVIDIA RTX A6000 (-34%) · compare head-to-head

← 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	3.4 min	14.39 Wh	all 2 stages measured
6-panel comic page	5.6 min	24.38 Wh	all 3 stages measured
60-second AI short film	6.7 min	20.33 Wh	all 3 stages measured
Character sheet, 12 poses	7.6 min	34.5 Wh	all 2 stages measured
Full codebase review	8.7 min	26.33 Wh	measured
10 short social clips	16.5 min	78.82 Wh	all 3 stages measured
20 long-form articles	17.8 min	46.68 Wh	measured
40-product photo shoot	25.1 min	122.39 Wh	all 2 stages measured
100-photo restoration batch	55.9 min	277.59 Wh	measured