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Metacognitive Probe — leaderboard

Metric: Mean(T1,T2,T4,T5) (self-reported). Source: benchmarklist.com. 8 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.682
2Claude Opus 4.680.75
3GLM-574.25
4Gemini 2.5 Pro74
5Gemma 3 27B70.5
6Gemini 2.5 Flash70.25

Interactive version: theaggregate.ai/benchmark?slug=metacognitive-probe · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.