Confidence Decision Faithfulness - GPQA Diamond - Policy Consistency: leaderboard
Metric: Policy Consistency (0-1). Source: arxiv.org. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 0.89 |
| 2 | Gemini 3 Flash | 0.82 |
| 3 | DeepSeek V3.2 (Non-reasoning) | 0.76 |
| 4 | GPT-4.1 Mini | 0.76 |
| 5 | Qwen 3 Next 80B A3B (Thinking) | 0.75 |
| 6 | Gemma 3n E4B (IT) | 0.72 |
| 7 | Llama 4 Maverick | 0.71 |
| 8 | GPT-5 Mini | 0.71 |
| 9 | DeepSeek V3.2 (Thinking) | 0.69 |
| 10 | GPT-5 Nano | 0.57 |
Interactive version: theaggregate.ai/benchmark?slug=confidence-decision-faithfulness-gpqa-diamond-policy-consistency · How It Works · Data refreshed daily, snapshot 2026-09-19.