SAHARA - Mathematical Word Problems: leaderboard
Grade-school math word problems (mgsm) in African languages, scored on the final answer, from the SAHARA African-language LLM leaderboard (UBC-NLP, ACL 2025). The task score is the mean over the languages the task covers; Exact match on a 0-100 scale, higher is better.
Metric: Exact match (%). Source: huggingface.co. Saturation forecast: Around February 2027. 48 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 82.79 | #71 |
| 2 | Gemini 2.5 Pro | 80.7 | #159 |
| 3 | GPT-5 | 74.43 | #105 |
| 4 | Gemini 2.5 Flash | 72.21 | #255 |
| 5 | GPT-5.1 (2025-11-13) | 70.02 | #107 |
| 6 | GPT-5.6 Luna | 53.89 | #79 |
| 7 | Claude Sonnet 4 (20250514) | 45.9 | #223 |
| 8 | Claude Sonnet 4 | 42.82 | #207 |
| 9 | GPT-4.1 | 29.5 | #258 |
| 10 | Qwen 3.6 27B | 29.41 | #182 |
| 11 | Qwen 3.5 27B | 28.01 | #192 |
| 12 | Qwen 3.6 35B A3B | 22.6 | #238 |
| 13 | Gemma 4 31B (IT) | 22 | #178 |
| 14 | Llama 4 Scout Instruct | 19.81 | #547 |
| 15 | c4ai-command-a-03-2025 | 11.1 | #468 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=sahara-mathematical-word-problems · How It Works · Data refreshed daily, snapshot 2026-11-05.