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Logical Consistency Reformulation - Base Accuracy — leaderboard

Metric: Accuracy (%). Source: arxiv.org. 7 models tracked.

Top models

#ModelScore
1GPT-5.498.9
2GPT-5.4 Mini98.9
3O4 Mini98.6
4Gemini 2.5 Flash96.9
5Claude Sonnet 495.1

Interactive version: theaggregate.ai/benchmark?slug=logical-consistency-reformulation-base-accuracy · 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.