SAHARA - Summarization: leaderboard
Metric: ROUGE-L. Source: huggingface.co. 47 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4 | 22.7 |
| 2 | Gemini 3 Pro (Preview) | 21.89 |
| 3 | Llama 4 Scout Instruct | 19.45 |
| 4 | Qwen 3.6 27B | 19.29 |
| 5 | Qwen 3.6 35B A3B | 19.09 |
| 6 | Qwen 3.5 27B | 19.04 |
| 7 | Gemini 2.5 Pro | 17.68 |
| 8 | Llama 3.3 70B Instruct | 17.19 |
| 9 | Gemma 3 27B (IT) | 17.13 |
| 10 | Qwen 3.5 9B | 17.02 |
| 11 | Llama 3.1 70B Instruct | 16.92 |
| 12 | DeepSeek R1 Distill Llama 70B | 16.4 |
| 13 | GPT-4.1 | 16.3 |
| 14 | Qwen 3.5 4B | 16.22 |
| 15 | Gemma 3 12B (IT) | 16.16 |
Interactive version: theaggregate.ai/benchmark?slug=sahara-summarization · How It Works · Data refreshed daily, snapshot 2026-09-19.