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.

MMMU-Pro 35 models tested · latest result 07.11.2026 84.1% MathVision 27 models tested · latest result 26.08.2026 97.8% BabyVision 24 models tested · latest result 19.10.2026 94.1% RealWorldQA 23 models tested · latest result 26.08.2026 88.5% V-Star 20 models tested · latest result 23.08.2026 98.4% MMMU 19 models tested · latest result 22.04.2026 85% SimpleVQA 16 models tested · latest result 15.10.2026 73.6% MMStar 16 models tested · latest result 22.04.2026 83.8% MMBench EN-DEV v1.1 15 models tested · latest result 22.04.2026 92.8% ZEROBench 14 models tested · latest result 17.10.2026 51%

MMStar

Vision & Language

MMStar - comprehensive multimodal benchmark evaluating fine-grained visual reasoning.

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TIR-Bench

Vision & Language

TIR-Bench - tool-integrated reasoning benchmark for visual mathematical problem solving. Reports with CI / without CI scores.

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