VulnGym (Hard) - Trace Construction: leaderboard
Metric: Edit similarity (%; one minus the normalized Levenshtein distance between the predicted and reference ordered evidence traces, given the oracle-bound entry point and critical operation; Hard level of VulnGym (reference traces of 9 or more steps: 31 GitHub advisories, 46 vulnerability entries); read-only shell commands; locations match within 5 lines of the same repository-relative path). Source: arxiv.org. Saturation forecast: Around January 2028. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GLM-5.2 | 36.37 |
| 2 | DeepSeek V4 Flash | 34.68 |
| 3 | MiniMax-M3 | 30.2 |
Interactive version: theaggregate.ai/benchmark?slug=vulngym-hard-trace-construction · How It Works · Data refreshed daily, snapshot 2026-09-29.