SAHARA - Machine Translation (African to African): leaderboard
Metric: spBLEU-1K. Source: huggingface.co. 47 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 12.23 |
| 2 | Gemini 2.5 Pro | 8.64 |
| 3 | GPT-5.6 Luna | 6.4 |
| 4 | Gemini 2.5 Flash | 5.89 |
| 5 | Claude Sonnet 4 (20250514) | 5.15 |
| 6 | GPT-4.1 | 4.44 |
| 7 | GPT-5 | 4.25 |
| 8 | GPT-5.1 | 3.92 |
| 9 | Claude Sonnet 4 | 2.8 |
| 10 | Qwen 3.6 27B | 1.54 |
| 11 | Qwen 3.6 35B A3B | 1.4 |
| 12 | Gemma 3 27B (IT) | 1.39 |
| 13 | DeepSeek R1 Distill Llama 70B | 1.37 |
| 14 | Llama 3.1 70B Instruct | 1.28 |
| 15 | Qwen 3.5 27B | 1.07 |
Interactive version: theaggregate.ai/benchmark?slug=sahara-machine-translation-african-to-african · How It Works · Data refreshed daily, snapshot 2026-09-19.