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The Aggregate

Unified LLM rankings, daily

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KnotBench — leaderboard

Metric: Accuracy (%) (self-reported). Source: benchmarklist.com. 2 models tracked.

Top models

#ModelScore
1Claude Opus 4.754.6
2GPT-552.25

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