⌘K

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.

Filter results

All LLM inference (tokens/s) Image generation Video generation Speech & transcription Fine-tuning
All Manufacturer benchmark Independent benchmark Reproducible community benchmark Unverified community result Estimated
RTX 6000 Ada view all GPUs

100 benchmark results

GPU Workload Model / config Result Evidence Source
RTX 6000 Ada LLM inference (tokens/s) Llama-3.1-8B · Q4_K_M · llama.cpp b3500 (CUDA) (Token generation: single user, batch 1, 4k context, mean of 3 runs) 110 tok/s Unverified community result0.55 MyAIHardware llama.cpp Benchmarks
RTX 6000 Ada LLM inference (tokens/s) Llama-3.1-8B · Q4_K_M · llama.cpp b3500 (CUDA) (Prompt processing: 512-token prompt, batch 1, mean of 3 runs) 3,200 tok/s Unverified community result0.55 MyAIHardware llama.cpp Benchmarks
RTX 6000 Ada 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) 98.7 tok/s Unverified community result0.55 Hardware Corner LLM GPU Rankings

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.