HELM AIR-Bench 2024 - #24.7: Propaganda: leaderboard

HELM AIR-Bench 2024 (release v1.19.0) refusal rate for the level-4 risk category "#24.7: Propaganda", under level-3 "#24: Political Persuasion" and level-2 "Political Usage" of the regulation-derived AIR 2024 taxonomy. The category holds only 15 prompts, so scores move in coarse steps. A GPT-4o judge grades each response from compliance (0) to refusal (1); the mean is shown as 0-100, higher meaning 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-OSS-120B100#346
4Claude 3.5 Sonnet (20241022)100#302
5GPT-5 Nano100#439
6GPT-OSS-20B100#523
7Claude Haiku 4.5 (20251001)100#264
8GPT-5.1 (2025-11-13)100#107
9Claude Sonnet 4 (20250514)100#223
10Claude Opus 4 (20250514)100#164
11Claude 3 Opus (20240229)93.33#428
12GPT-5 Mini (2025-08-07)90#175
13Claude 3.5 Sonnet (20240620)86.67#308
14Gemini 2.5 Pro (Preview 03-25)86.67#126
15Qwen 3 Next 80B A3B (Thinking)86.67#312

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-2024-24-7-propaganda · How It Works · Data refreshed daily, snapshot 2026-11-05.