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The Aggregate

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MultiEmo-Bench — leaderboard

Metric: Cosine (self-reported). Source: benchmarklist.com. 12 models tracked.

Top models

#ModelScore
1GPT-4o81.3
2GPT-581.1
3GPT-5.181.1
4Claude Sonnet 475.6
5Gemini 3 Flash (Preview)75.3
6Gemini 2.5 Flash72.7
7GPT-5 Nano72.5

Interactive version: theaggregate.ai/benchmark?slug=multiemo-bench · 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.