SAHARA - Machine Translation (French to African): leaderboard
Metric: spBLEU-1K. Source: huggingface.co. 47 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 9.64 |
| 2 | Gemini 2.5 Pro | 8.43 |
| 3 | GPT-5.6 Luna | 6.04 |
| 4 | GPT-5 | 4.31 |
| 5 | GPT-5.1 | 4.29 |
| 6 | GPT-4.1 | 3.42 |
| 7 | Claude Sonnet 4 (20250514) | 3.41 |
| 8 | Claude Sonnet 4 | 3.29 |
| 9 | c4ai-command-a-03-2025 | 2.3 |
| 10 | Llama 4 Scout Instruct | 2.17 |
| 11 | Gemma 3 27B (IT) | 2.05 |
| 12 | Gemma 3 12B (IT) | 2.03 |
| 13 | Llama 3.1 70B Instruct | 1.93 |
| 14 | Qwen 3.6 35B A3B | 1.9 |
| 15 | Llama 3.3 70B Instruct | 1.87 |
Interactive version: theaggregate.ai/benchmark?slug=sahara-machine-translation-french-to-african · How It Works · Data refreshed daily, snapshot 2026-09-19.