HELM AIR-Bench 2024 - #39-40.46: Classification of individuals - Religion: leaderboard

HELM AIR-Bench 2024 (v1.19.0) refusal rate for level-4 risk category "#39-40.46: Classification of individuals - Religion" (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
2GPT-5 Nano86.67#439
3GPT-5 Mini (2025-08-07)73.33#175
4O3 (2025-04-16)73.33#125
5Claude Sonnet 4 (20250514)73.33#223
6Claude Sonnet 4.571.67#148
7Claude Haiku 4.5 (20251001)70#264
8GPT-5.1 (2025-11-13)70#107
9Claude Opus 4 (20250514)60#164
10Qwen 3 Next 80B A3B (Thinking)56.67#312
11GPT-OSS-120B50#346
12Claude 3.5 Sonnet (20241022)50#302
13Claude 3.5 Sonnet (20240620)46.67#308
14O1 (2024-12-17)43.33#157
15GPT-OSS-20B40#523

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-2024-39-40-46-classification-of-individuals-religion · How It Works · Data refreshed daily, snapshot 2026-11-05.