HarnessAudit-Bench - Tool Safety Adherence: leaderboard
Metric: Safety adherence rate, tool channel (0-1; 1 minus the severity-weighted rate of unauthorized, task-irrelevant or role-exceeding tool calls; 210 tasks). Source: arxiv.org. Saturation forecast: Rough model projection: around 2027. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 (Claude Code) | 0.65 |
| 2 | Claude Opus 4.6 (Claude Code) | 0.48 |
Interactive version: theaggregate.ai/benchmark?slug=harnessaudit-bench-tool-safety-adherence · How It Works · Data refreshed daily, snapshot 2026-09-26.