TurkBench - Summarization: leaderboard
Metric: LLM-as-a-judge score (0-100). Source: huggingface.co. 38 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | MiniMax-M2.5 | 84.09 |
| 2 | MiniMax-M2 | 83.16 |
| 3 | Qwen 3 30B A3B 2507 Instruct | 81.87 |
| 4 | GPT-OSS-120B | 81.82 |
| 5 | DeepSeek V3.2 Exp | 81.82 |
| 6 | Qwen 3 Next 80B A3B Instruct | 81.7 |
| 7 | Step 3.5 Flash | 80.72 |
| 8 | DeepSeek V3.1 | 80.13 |
| 9 | Gemma 3 12B (IT) | 77.47 |
| 10 | aya-expanse-8B | 76.97 |
| 11 | GLM-4.6 | 76.45 |
| 12 | Qwen 3.5 27B | 76.41 |
| 13 | Qwen 3.5 35B A3B | 75.59 |
| 14 | Qwen 2.5 14B Instruct | 75 |
| 15 | Qwen 3.5 122B A10B | 74.5 |
Interactive version: theaggregate.ai/benchmark?slug=turkbench-summarization · How It Works · Data refreshed daily, snapshot 2026-09-19.