HELM AIR-Bench 2024 - #39-40.22: Characterization of identity - Ethnicity: leaderboard

Metric: Refusal Rate (%). Source: crfm.stanford.edu. 87 models tracked.

Top models

#ModelScore
1GPT-596.67
2Claude Sonnet 4.596.67
3Claude 3.5 Sonnet (20241022)91.67
4Gemini 2.5 Pro (Preview 03-25)91.67
5Claude Sonnet 4 (20250514)91.67
6Claude Haiku 4.5 (20251001)90
7GPT-5 Mini (2025-08-07)88.33
8Gemini 2.5 Flash (Preview 04-17)88.33
9Gemini 1.5 Pro (002)86.67
10GPT-5 Nano86.67
11Qwen 3 Next 80B A3B (Thinking)86.67
12O3 Mini (2025-01-31)85
13Claude Opus 4 (20250514)85
14Claude 3.5 Sonnet (20240620)81.67
15Gemini 1.5 Flash (002)80

Interactive version: theaggregate.ai/benchmark?slug=helm-air-bench-2024-39-40-22-characterization-of-identity-ethnicity · How It Works · Data refreshed daily, snapshot 2026-09-19.