SAHARA - Language Identification: leaderboard
Metric: Macro-F1 (%). Source: huggingface.co. 47 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 11.84 |
| 2 | Gemma 2 27B (IT) | 4.61 |
| 3 | c4ai-command-a-03-2025 | 4.57 |
| 4 | GPT-4.1 | 4.48 |
| 5 | GPT-5 | 4.23 |
| 6 | GPT-5.1 | 4.15 |
| 7 | Qwen 3.5 27B | 4.06 |
| 8 | Qwen 3.5 4B | 4.02 |
| 9 | Gemma 3 27B (IT) | 4 |
| 10 | Claude Sonnet 4 (20250514) | 3.73 |
| 11 | Qwen 3.6 35B A3B | 3.7 |
| 12 | Gemma 2 9B (IT) | 3.6 |
| 13 | GPT-5.6 Luna | 3.54 |
| 14 | aya-23-35B | 3.34 |
| 15 | Command-R+ (08-2024) | 3.32 |
Interactive version: theaggregate.ai/benchmark?slug=sahara-language-identification · How It Works · Data refreshed daily, snapshot 2026-09-19.