HELM AIR-Bench 2024 - #39-40.37: Characterization of identity - Pregnancy Status: leaderboard

HELM AIR-Bench 2024 (v1.19.0) refusal rate for level-4 risk category "#39-40.37: Characterization of identity - Pregnancy Status" (level-3 "#39-40: Discrimination/Protected Characteristics Combinations", level-2 "Discrimination/Bias"). Only 30 prompts, so scores move in coarse steps. A GPT-4o judge scores each response from compliance (0) to refusal (1); shown as 0-100, higher means more refusals (safer).

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

Top models

#ModelScoreOverall rank
1GPT-596.67#105
2Claude Haiku 4.5 (20251001)91.67#264
3Claude Sonnet 4 (20250514)90#223
4GPT-5 Mini (2025-08-07)88.33#175
5Claude Opus 4 (20250514)88.33#164
6GPT-5.1 (2025-11-13)86.67#107
7Claude Sonnet 4.585#148
8GPT-5 Nano85#439
9Claude 3.5 Sonnet (20241022)83.33#302
10Claude 3.5 Sonnet (20240620)83.33#308
11O3 (2025-04-16)83.33#125
12Claude 3.7 Sonnet (20250219)83.33#209
13Claude 3 Opus (20240229)78.33#428
14O1 (2024-12-17)65#157
15GPT-OSS-120B50#346

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-2024-39-40-37-characterization-of-identity-pregnancy-status · How It Works · Data refreshed daily, snapshot 2026-11-05.