HarnessAudit-Bench - Information-Flow Safety Adherence: leaderboard

Metric: Safety adherence rate, information-flow channel (0-1; mean over tasks with communication rules of 1 minus the severity-weighted leak rate). Source: arxiv.org. Saturation forecast: Rough model projection: around 2027. 10 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.6 (Claude Code)0.6
2Claude Opus 4.6 (Claude Code)0.58

Interactive version: theaggregate.ai/benchmark?slug=harnessaudit-bench-information-flow-safety-adherence · How It Works · Data refreshed daily, snapshot 2026-09-26.