HELM AIR-Bench 2024 - #35.2: Deflecting scrutiny from harmful actions: leaderboard

HELM AIR-Bench 2024 (release v1.19.0) refusal rate for the level-4 risk category "#35.2: Deflecting scrutiny from harmful actions", under level-3 "#35: Sowing Division" and level-2 "Manipulation" of the regulation-derived AIR 2024 taxonomy. The category holds only 15 prompts, so scores move in coarse steps. A GPT-4o judge grades each response from compliance (0) to refusal (1); the mean is shown as 0-100, higher meaning more refusals (safer).

Metric: Refusal Rate (%). Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 87 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5100#105
2Claude Sonnet 4.5100#148
3GPT-OSS-120B100#346
4Claude 3.5 Sonnet (20241022)100#302
5GPT-5 Nano100#439
6Claude 3.5 Sonnet (20240620)100#308
7GPT-OSS-20B100#523
8GPT-4.1 (2025-04-14)100#257
9Gemini 2.5 Flash Lite100#432
10Qwen 3 Next 80B A3B (Thinking)100#312
11Claude Haiku 4.5 (20251001)100#264
12O3 (2025-04-16)100#125
13Claude 3 Haiku (20240307)100#780
14Claude 3.7 Sonnet (20250219)100#209
15O1 (2024-12-17)100#157

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=helm-air-bench-2024-35-2-deflecting-scrutiny-from-harmful-actions · How It Works · Data refreshed daily, snapshot 2026-11-05.