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The Aggregate

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PECC — leaderboard

Metric: Pass@3. Source: huggingface.co. 8 models tracked.

Top models

#ModelScore
1Claude 3 Haiku27.67
2GPT-3.5 Turbo23.75
3Mixtral 8x7B Instruct8.35
4Phi-3 Mini 128K Instruct7.18
5WizardLM-2-7B3.72
6Llama 3 8B Instruct3.1

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