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The Aggregate

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LLM Stats (Graphwalks parents >128k) — leaderboard

Metric: Score (%). Source: llm-stats.com. 7 models tracked.

Top models

#ModelScore
1Claude Opus 4.695.4
2Claude Opus 4.883.3
3GPT-5.558.5
4GPT-5.432.4
5GPT-4.125
6GPT-4.1 Mini11
7GPT-4.1 Nano5.6

Interactive version: theaggregate.ai/benchmark?slug=llm-stats-graphwalks-parents-over-128k · 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.