Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 29, 2026 · Artificial Intelligence

Top 10 Open‑Source LLM Benchmarks: Scores, Rankings, and What They Test

This article walks through ten mainstream open‑source large‑model benchmarks—SWE‑bench Verified and Pro, MMLU‑Pro, GPQA Diamond, HLE, AIME, HMMT, olmOCR‑bench, Terminal‑Bench 2.0, and EvasionBench—explaining their data, evaluation metrics, current leading models, and the capability dimensions they reveal.

AI evaluationLLM benchmarksMMLU-Pro
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Top 10 Open‑Source LLM Benchmarks: Scores, Rankings, and What They Test