SAHARA - Machine Translation (English to African): leaderboard
Metric: spBLEU-1K. Source: huggingface.co. 47 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 23.12 |
| 2 | Gemini 2.5 Pro | 23.08 |
| 3 | GPT-5.6 Luna | 18.7 |
| 4 | GPT-5 | 18.19 |
| 5 | GPT-5.1 | 16.66 |
| 6 | Gemini 2.5 Flash | 15.27 |
| 7 | Claude Sonnet 4 | 12.87 |
| 8 | GPT-4.1 | 12.36 |
| 9 | Claude Sonnet 4 (20250514) | 12.18 |
| 10 | Llama 4 Scout Instruct | 11.45 |
| 11 | Qwen 3.6 35B A3B | 10.89 |
| 12 | DeepSeek R1 Distill Llama 70B | 9.36 |
| 13 | Qwen 3.6 27B | 9.14 |
| 14 | Qwen 3.5 27B | 8.93 |
| 15 | Llama 3.1 70B Instruct | 8.84 |
Interactive version: theaggregate.ai/benchmark?slug=sahara-machine-translation-english-to-african · How It Works · Data refreshed daily, snapshot 2026-09-19.