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The Aggregate

Unified LLM rankings, daily

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MuPPET — leaderboard

Metric: Multi-Party (self-reported). Source: benchmarklist.com. 7 models tracked.

Top models

#ModelScore
1Qwen 3 8B70.37
2Qwen 3 14B63.35
3GPT-5.526.71
4Gemini 2.5 Pro23.46

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