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The Aggregate

Unified LLM rankings, daily

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The Aggregate
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MUTATE — leaderboard

Metric: Overall (self-reported). Source: benchmarklist.com. 4 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.673.2
2GPT-5.467.9
3Qwen 3 235B A22B64.3
4Llama 4 Maverick51.8

Interactive version: theaggregate.ai/benchmark?slug=mutate · 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.