EviRepair Study - EviRepair - PatchEval JavaScript: leaderboard

Vulnerability repair in a matched sandbox with identical tool access. Codex v0.153.2 and OpenCode v1.17.7 get five hours; EviRepair uses three hours diagnosis plus two hours patch synthesis. PatchEval has 230 vulnerabilities and SEC-bench has 300. Scores are percent resolved, with each harness kept separate.

Metric: Resolved (%). Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.

Top models

#ModelScoreOverall rank
1DeepSeek V4.1 Flash81.82#36
2GLM-5.272.73#71
3Qwen 3.8 27B71.43#96

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=evirepair-study-evirepair-patcheval-javascript · How It Works · Data refreshed daily, snapshot 2026-10-16.