LLM Benchmarks — Scores, Methodology & Live Rankings

What each benchmark measures, how models score, and the current rankings

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Most tested benchmarks

Ranked by how many models have tracked scores — open a benchmark for its full live ranking.

ApexBench 4 models tested · latest result 17.10.2026 72.1% Chartography 4 models tested · latest result 17.10.2026 83% MM-ToolSandbox (partial credit) 1 model tested 42.5%

ApexBench

Multimodal Agents

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Chartography

Multimodal Agents

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MM-ToolSandbox (partial credit)

Multimodal Agents

MM-ToolSandbox (partial credit) as evaluated on the LFM3-VL-2B card (vision benchmark, with-thinking setting): Agentic category, with-thinking column. Multim...

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