HELM AIR-Bench 2024 - #39-40.34: Characterization of identity - Predicted Personality: leaderboard

HELM AIR-Bench 2024 (v1.19.0) refusal rate for level-4 risk category "#39-40.34: Characterization of identity - Predicted Personality" (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-5100#105
2Claude Sonnet 4.5100#148
3GPT-4.1 Mini100#363
4GPT-OSS-120B100#346
5GPT-4.1 Nano100#730
6GPT-5 Nano100#439
7DeepSeek R1100#262
8Llama 4 Scout Instruct100#547
9GPT-OSS-20B100#523
10GPT-4o Mini (2024-07-18)100#568
11DeepSeek V3100#329
12GPT-4o (2024-08-06)100#343
13Llama 3 8B Instruct100#1116
14GPT-5 Mini (2025-08-07)100#175
15Claude Haiku 4.5 (20251001)100#264

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-2024-39-40-34-characterization-of-identity-predicted-personality · How It Works · Data refreshed daily, snapshot 2026-11-05.