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VLMbench Performance: leaderboard

Vision-language model throughput benchmark reporting peak tokens/sec, TTFT, TPOT, and worker count on an RTX PRO 6000 Blackwell vLLM setup.

Source: huggingface.co.

Interactive version: theaggregate.ai/benchmark?slug=vlmbench-performance · How It Works · Data refreshed daily, snapshot 2026-09-05.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.
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