Open CoT - LSAT Analytical Reasoning — leaderboard
Metric: CoT Gain (%). Source: huggingface.co. 132 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek R1 Distill Llama 70B | 22.61 |
| 2 | DeepSeek R1 Distill Qwen 14B | 16.96 |
| 3 | DeepSeek R1 Distill Qwen 32B | 16.52 |
| 4 | Llama-3.1-SuperNova-Lite | 13.91 |
| 5 | Llama 3.1 8B Instruct | 11.74 |
| 6 | Qwen 2.5 14B Instruct | 11.74 |
| 7 | merlinite-7B | 10.43 |
| 8 | Qwen 2.5 7B Instruct | 9.13 |
| 9 | Llama 3.1 Nemotron 70B Instruct | 8.7 |
| 10 | Mixtral 8x7B Instruct (v0.1) | 8.7 |
| 11 | SuperNova-Medius | 8.7 |
| 12 | Llama 3 8B Instruct | 8.26 |
| 13 | DeepSeek R1 Distill Llama 8B | 8.26 |
| 14 | Llama 3 70B | 8.26 |
| 15 | internlm2-chat-20B | 8.26 |
Interactive version: theaggregate.ai/benchmark?slug=open-cot-lsat-analytical-reasoning · How the rankings work · Data refreshed daily, snapshot 2026-07-22.