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AI GPU Benchmark Results

Every benchmark number in our database, with its source and evidence type. Filter by workload or evidence type; sort by any column. Independent benchmarks come from third-party reviews and standardized databases (MLPerf); community results are labeled reproducible when the run config is published, estimated when approximated.

100sourced results
27products covered
84GPUs in database
Honest coverage: our current benchmark set covers LLM inference (tokens/s) and Stable Diffusion image generation on flagship and mid-range cards. Gaming FPS and video-generation numbers are not yet sourced — they will appear here when we have verifiable sources. See the methodology and evidence-type definitions.

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NVIDIA RTX PRO 6000 Blackwell view all GPUs

100 benchmark results

GPU Workload Model / config Result Evidence Source
NVIDIA RTX PRO 6000 Blackwell LLM inference (tokens/s) Qwen3-8B · Q4_K_XL · llama.cpp llama-bench, CUDA 12.8 (Token generation: 16K context, batch 1, Ubuntu 24.04, on-hardware lab measurement) 140.6 tok/s Unverified community result0.55 Hardware Corner LLM GPU Rankings
NVIDIA RTX PRO 6000 Blackwell LLM inference (tokens/s) Qwen3.8-Flash-Next · FP8 · vLLM (Blackwell) (single RTX PRO 6000 Blackwell, short context, community-tested) 90 tok/s Unverified community result0.50 source
NVIDIA RTX PRO 6000 Blackwell LLM inference (tokens/s) Qwen3.8-Flash-Next · FP8 · vLLM (Blackwell) (2x RTX PRO 6000 Blackwell, generation speed, community-tested) 124 tok/s Unverified community result0.50 source

How these numbers are sourced

Every row links to its original source and carries an evidence type plus a confidence score. Independent benchmarks come from third-party reviews (Tom's Hardware, TechPowerUp, Puget Systems) and standardized databases (MLPerf); manufacturer benchmarks are vendor-published figures; community results are reproducible when the run config is published, unverified otherwise — always labeled EST when estimated. Read the full benchmark methodology.

Compare any two GPUs head-to-head in the comparison tool, or browse value rankings.