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The Aggregate

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Boiling the Frog — leaderboard

Metric: Strict ASR (self-reported). Source: benchmarklist.com. 9 models tracked.

Top models

#ModelScore
1Gemini 3.1 Flash Lite92.9
2Seed 2.0 Lite87.2
3DeepSeek V4 Pro41.7
4MiniMax-M2.737.8
5GPT-5.3 Codex23.1
6GLM-5.120.6
7Claude Haiku 4.520.5

Interactive version: theaggregate.ai/benchmark?slug=boiling-the-frog · 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.