Grip on LLMs - HonestCityBench - Insufficient Information: leaderboard
Metric: Appropriate acknowledgement rate (%; LLM judge). Source: arxiv.org. 31 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 Mini | 60 |
| 2 | Mistral Small 3 | 56 |
| 3 | Qwen 3 8B | 54 |
| 4 | Gemma 3 12B (IT) | 52 |
| 5 | Qwen 3 32B | 50 |
| 6 | Gemma 3 27B (IT) | 44 |
| 7 | GPT-OSS-20B | 37 |
| 8 | GEITje-7B-ultra | 35 |
| 9 | Llama 3.1 8B Instruct | 34 |
| 10 | DeepSeek R1 Distill Qwen 32B | 34 |
| 11 | Phi-4 Mini Instruct | 31 |
| 12 | GPT-4o | 30 |
| 13 | GPT-4o Mini | 30 |
| 14 | Mistral Large 3 | 30 |
| 15 | GPT-5 | 28 |
Interactive version: theaggregate.ai/benchmark?slug=grip-on-llms-honestcitybench-insufficient-information · How It Works · Data refreshed daily, snapshot 2026-09-19.