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NVIDIA RTX PRO 5000 Blackwell
NVIDIA · GPU · Blackwell Pro

NVIDIA RTX PRO 5000 Blackwell — Benchmarks & Specs

48 GB VRAM300W TDP2025
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Bottom line: how fast is the NVIDIA RTX PRO 5000 Blackwell?

For local LLM inference it generates 23.7 tokens/sec running qwen2.5:72b at q4_K_M under ollama, per DatabaseMart. In PassMark G3D Mark it scores 32,459 points, per PassMark Software. Its 48 GB of VRAM is the binding constraint for local inference: the qwen2.5:72b run above (72B 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. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.

The NVIDIA RTX PRO 5000 Blackwell is a graphics card from the Blackwell Pro family released in 2025 from NVIDIA. Key on-paper specs include 48 GB of GDDR7 VRAM, 300W TDP. Data on this page draws on 2 synthetic benchmark results, 38 community AI inference reports (top 12 shown), compiled from DatabaseMart, PassMark Software, GPU Battle; each table row links to its source. Read this page when shopping the NVIDIA RTX PRO 5000 Blackwell, comparing it against other graphics cards in your build, or sizing it for a specific workload (synthetic benchmark scores or local LLM inference).

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 NVIDIA RTX PRO 5000 Blackwell, 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. Batched serving runs are listed separately below.
Model Quantization Relative Tokens/sec VRAM used Source
llama3.1:8b FP16 vllm 2462.5 tok/s — DatabaseMart 2025-10-01
qwen3:4b q4_K_M llama.cpp 298.8 tok/s 3.1 GB GPU Battle 2026-07-12

Batched serving throughput

Aggregate output tokens per second on the NVIDIA RTX PRO 5000 Blackwell summed across 50 concurrent requests (serving runtimes such as vLLM). This is total server throughput, not one user's generation speed — each request generates far slower — so these rows are not comparable with the single-stream table above.
Model Quantization Relative Tokens/sec (aggregate) VRAM used Source
qwen3:8b FP16 vllm batched 2479.5 tok/s aggregate — DatabaseMart 2025-10-01
qwen3:8b FP16 vllm batched 2125.3 tok/s aggregate — DatabaseMart 2026-01-29
llama3.1:8b FP16 vllm 50 concurrent requests 2113.8 tok/s aggregate — DatabaseMart 2026-01-01
gemma-3-12b-it FP16 vllm batched 1483.8 tok/s aggregate — DatabaseMart 2025-10-01
deepseek-r1-distill-qwen:14b FP16 vllm batched 1466.3 tok/s aggregate — DatabaseMart 2025-10-01
deepseek-r1:14b FP16 vllm 50 concurrent requests 1466.3 tok/s aggregate 28.0 GB DatabaseMart 2026-08-03
gemma3:12b FP16 vllm 50 concurrent requests 1273.7 tok/s aggregate — DatabaseMart 2026-08-25
deepseek-r1-distill-qwen:14b FP16 vllm 50 concurrent requests 1258.6 tok/s aggregate — DatabaseMart 2026-08-25
deepseek-r1:14b FP16 vllm batched 1258.6 tok/s aggregate — DatabaseMart 2026-01-29
qwen3:14b FP16 vllm batched 1251.2 tok/s aggregate — DatabaseMart 2026-01-29

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 NVIDIA RTX PRO 5000 Blackwell — higher is better. Each row links to the public database the number was taken from.
Benchmark Relative Score Source
PassMark G3D Mark 32,459 points PassMark Software 2026-09-24
PassMark G2D Mark 1,271 points PassMark Software 2026-09-24

Full Specifications

tdp w300
vram gb48
cuda cores14080
memory typeGDDR7

NVIDIA RTX PRO 5000 Blackwell — Frequently Asked Questions

What is the NVIDIA RTX PRO 5000 Blackwell best used for?
NVIDIA RTX PRO 5000 Blackwell is a 48 GB VRAM Blackwell Pro-family graphics card. High-end 4K gaming and local LLM inference are the headline use cases; the benchmark tables on this page place it within its generation.
When was the NVIDIA RTX PRO 5000 Blackwell released, and what was its launch MSRP?
NVIDIA RTX PRO 5000 Blackwell was released in 2025. Its launch MSRP isn't on file.
Where do the NVIDIA RTX PRO 5000 Blackwell 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 NVIDIA RTX PRO 5000 Blackwell run local LLMs?
Yes — AI inference results for the NVIDIA RTX PRO 5000 Blackwell are on file; the AI Inference Performance section on this page lists model, quantization and tokens-per-second for each run. With 48 GB VRAM, 32B-parameter open-weight models fit at Q4 quantization.
Where can I buy the NVIDIA RTX PRO 5000 Blackwell?
SpecPicks has no verified listing of the NVIDIA RTX PRO 5000 Blackwell 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 NVIDIA RTX PRO 5000 Blackwell's class

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