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Benchmarks

The standard tests used to compare models on knowledge, reasoning, coding and abstraction. Check what each one measures, how it is scored and whether results may be contaminated.

SWE-benchswebench.comBenchmark of real GitHub issues from popular Python repositories where a fix counts only if the repo's tests pass; includes the Verified, Lite and other subsets.BenchmarksFree★ 6kARC-AGIarcprize.orgAbstraction and Reasoning Corpus series from Francois Chollet and the ARC Prize Foundation that tests skill acquisition on novel tasks; ARC-AGI-3 adds interactive games.BenchmarksFree★ 4.8kBIG-benchgithub.comBeyond the Imitation Game: a collaborative benchmark of 200+ diverse tasks from 450 authors at 132 institutions, built to probe and extrapolate language model capabilities.BenchmarksFree★ 3.2kMMLUgithub.comMassive Multitask Language Understanding: a multiple-choice benchmark spanning 57 subjects from math to law, introduced in 2020 and now largely saturated by frontier models.BenchmarksFree★ 1.6kGPQAgithub.comGraduate-level, Google-proof science Q&A: 448 expert-written biology, physics and chemistry questions, with a 198-question Diamond subset widely reported in model launches.BenchmarksFree★ 540

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LLM EvalsLeaderboardsObservabilityIntegrity & DetectionAssessment & Psychometrics