COMPASS Policy - Allowed Base: 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-599.78#105
2Gemma 3 12B (IT)99.65#672
3Gemini 2.5 Flash99.56#255
4Gemini 2.5 Pro99.18#159
5Gemma 3 4B (IT)98.84#997
6Llama 3.3 70B Instruct98.59#541
7Gemma 3 27B (IT)98.32#528
8Qwen 2.5 32B Instruct98.02#509
9Claude Sonnet 497.97#207
10Qwen 2.5 14B Instruct97.97#654
11Qwen 3 235B A22B Instruct97.84#336
12Qwen 2.5 7B Instruct97.69#863
13Qwen 2.5 72B Instruct97.57#469
14Kimi K297.5#252
15Gemma 3 1B (IT)92.04#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-base · How It Works · Data refreshed daily, snapshot 2026-11-05.