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Collinear AI's CWE-bench v2: top model fixes 67.8% of 100 security tasks

Collinear AI published CWE-bench v2 on Nov. 3: 100 public tasks across 91 CWEs where an agent must fix a security weakness in an open-source repo without breaking it. Of 11 models, Gemini 4 Argon leads at 67.8% pass@1; Claude Opus 5.5 scores 67.3%. Even the leader never solves 19% of tasks.

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Hugging Facehuggingface.co/blog/cwe-bench

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Monday, November 2, 2026

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