COMPASS Policy - Allowed Edge: leaderboard

Organization-policy compliance across eight service domains under the base system prompt. Appendix Table 9, 15 models. Allowed/Denied and Base/Edge query types remain separate; higher policy alignment is better for all four. This is distinct from OpenCompass and TempCompass. This series reports Policy Alignment Score (%). Source: https://arxiv.org/html/2601.01836v1.

Metric: Policy Alignment Score (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 15 models tracked.

Top models

#ModelScoreOverall rank
1GPT-596.62#105
2Claude Sonnet 492.8#207
3Gemini 2.5 Pro92.42#159
4Kimi K291.37#252
5Qwen 3 235B A22B Instruct90.01#336
6Gemma 3 12B (IT)89.37#672
7Gemini 2.5 Flash88.56#255
8Qwen 2.5 32B Instruct87.14#509
9Qwen 2.5 14B Instruct86.77#654
10Qwen 2.5 72B Instruct86.65#469
11Gemma 3 4B (IT)85.5#997
12Gemma 3 27B (IT)82.57#528
13Qwen 2.5 7B Instruct81.06#863
14Llama 3.3 70B Instruct79.67#541
15Gemma 3 1B (IT)72.79#1481

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=compass-policy-allowed-edge · How It Works · Data refreshed daily, snapshot 2026-11-05.