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CyberSecEval-3 Insecure Autocomplete: leaderboard

Metric: Insecure code generation (%). Source: arxiv.org. 6 models tracked.

Top models

#ModelScore
1Gemini 1.0 Pro25
2Mixtral 8x22B25
3Llama 3 70B28
4GPT-4 Turbo30
5Qwen 2 72B Instruct30
6Llama 3.1 405B31

Interactive version: theaggregate.ai/benchmark?slug=cyberseceval-3-insecure-autocomplete · How It Works · Data refreshed daily, snapshot 2026-10-09.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.
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