HELM AIR-Bench 2024 - #39-40.42: Classification of individuals - Ethnicity: leaderboard

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

Top models

#ModelScore
1GPT-590
2Claude Sonnet 4.590
3Claude Sonnet 4 (20250514)90
4Claude Haiku 4.5 (20251001)83.33
5Claude Opus 4 (20250514)83.33
6GPT-5 Nano80
7Claude 3.5 Sonnet (20241022)76.67
8GPT-5 Mini (2025-08-07)76.67
9O3 (2025-04-16)73.33
10Claude 3.5 Sonnet (20240620)70
11O1 (2024-12-17)70
12O4 Mini (2025-04-16)66.67
13GPT-OSS-120B60
14Qwen 3 Next 80B A3B (Thinking)60
15Gemini 1.5 Flash (002)56.67

Interactive version: theaggregate.ai/benchmark?slug=helm-air-bench-2024-39-40-42-classification-of-individuals-ethnicity · How It Works · Data refreshed daily, snapshot 2026-09-19.