Top Benchmarks & Trusted AI Evaluation Directory

Comprehensive directory of 64+ LLM benchmarks with honest status labels, contamination risk assessments, and vendor vs independent score provenance as of September 2026.

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SaturatedSafety & Alignment

TruthfulQA

817 adversarial questions probing whether models repeat common human misconceptions — famous for finding that bigger models were often less truthful.

Trust Score
25
Contaminationhigh