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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
66GPUs 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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RTX 6000 Ada view all GPUs

100 benchmark results

GPU Workload Model / config Result Evidence Source
RTX 6000 Ada LLM inference (tokens/s) Llama-2-13B · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 78.532 tok/s) 3,957 score Independent benchmark0.85 StorageReview GPU Reviews
RTX 6000 Ada LLM inference (tokens/s) Llama-3-8B · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 138.62 tok/s) 4,026 score Independent benchmark0.85 StorageReview GPU Reviews
RTX 6000 Ada LLM inference (tokens/s) Mistral-7B · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 166.633 tok/s) 4,255 score Independent benchmark0.85 StorageReview GPU Reviews
RTX 6000 Ada LLM inference (tokens/s) Phi-3.5-mini · UL Procyon AI Text Generation (TensorRT) (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); output rate 228.359 tok/s) 4,508 score Independent benchmark0.85 StorageReview GPU Reviews
RTX 6000 Ada Image generation SDXL Turbo · FP16 · ComfyUI 75 img/min Independent benchmark0.85 Puget Systems Hardware Testing
RTX 6000 Ada Image generation Stable Diffusion 1.5 · FP16 · UL Procyon AI Image Generation (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); 1.477 s/image) 4,230 score Independent benchmark0.85 StorageReview GPU Reviews
RTX 6000 Ada Image generation Stable Diffusion 1.5 INT8 · INT8 · UL Procyon AI Image Generation (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); 0.559 s/image) 55,901 score Independent benchmark0.85 StorageReview GPU Reviews
RTX 6000 Ada Image generation Stable Diffusion XL · FP16 · UL Procyon AI Image Generation (Standardized UL Procyon suite; same lab platform (ThreadRipper 7980X, driver 571.86); 12.323 s/image) 3,043 score Independent benchmark0.85 StorageReview GPU Reviews

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.

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