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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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Arc B580 view all GPUs

100 benchmark results

GPU Workload Model / config Result Evidence Source
Arc B580 LLM inference (tokens/s) Llama-3.1-8B · Q4_K_M · llama.cpp (Vulkan) (Token generation: single user, batch 1; source reports ~40–42 tok/s range (midpoint stored); Vulkan backend — SYCL/IPEX-LLM paths vary 15–38 tok/s on 14B models) 41 tok/s Unverified community result0.55 RunAIHome Local AI Benchmarks
Arc B580 Image generation SDXL Turbo · FP16 · ComfyUI 18 img/min EST Estimated0.40 TechPowerUp 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.

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