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Big Code Memorization - HumanEval pass@1 — leaderboard

Metric: HumanEval pass@1 (%). Source: huggingface.co. 18 models tracked.

Top models

#ModelScore
1deepseek-coder-6.7B-instruct71.34
2GPT-3.5 Turbo (0613)65.85
3starcoder2-15B46.95
4CodeQwen1.5-7B43.9
5starcoder2-7B36.59

Interactive version: theaggregate.ai/benchmark?slug=big-code-memorization-humaneval-pass-1 · 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.