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Scale AI - EnigmaEval — leaderboard

Complex, multi-step reasoning tasks requiring models to chain together multiple inference steps to reach correct solutions.

Source: arxiv.org. Status: saturation imminent.

Interactive version: theaggregate.ai/benchmark?slug=scale-ai-enigmaeval · 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.