HarnessAudit-Bench - Indirect Injection Stability: leaderboard

Metric: Perturbation stability under indirect prompt injection (0-1; GPT-5.4 rubric score, two injection variants on each of 105 tasks). Source: arxiv.org. Saturation forecast: Rough model projection: around 2027. 10 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.6 (Claude Code)0.24
2Claude Opus 4.6 (Claude Code)0.2

Interactive version: theaggregate.ai/benchmark?slug=harnessaudit-bench-indirect-injection-stability · How It Works · Data refreshed daily, snapshot 2026-09-26.