AA Global-MMLU-Lite - Swahili: leaderboard
Swahili-language slice of Artificial Analysis Global-MMLU-Lite, evaluating MMLU-style knowledge and reasoning across STEM, humanities, and social-science subjects.
Metric: Accuracy (%). Source: artificialanalysis.ai. Saturation forecast: Estimated already saturated. 111 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 92.33 | #58 |
| 2 | Gemini 3 Pro (Preview) (High) | 91 | #66 (Gemini 3 Pro (Preview)) |
| 3 | GPT-5 (High) | 90.17 | #98 (GPT-5) |
| 4 | Claude Opus 4.6 (Max) | 89.92 | #63 (Claude Opus 4.6) |
| 5 | Claude Opus 4.5 (Thinking) | 89.58 | #83 (Claude Opus 4.5) |
| 6 | GPT-5.1 (High) | 89.58 | #135 (GPT-5.1) |
| 7 | GPT-5 (Medium) | 89.5 | #98 (GPT-5) |
| 8 | GPT-5.1 Codex (High) | 89.5 | #159 (GPT-5.1 Codex) |
| 9 | Gemini 2.5 Pro | 89.08 | #152 |
| 10 | GPT-5.4 Mini (xHigh) | 88.33 | #212 (GPT-5.4 Mini) |
| 11 | Claude Sonnet 4.6 (Max) | 88.33 | #90 (Claude Sonnet 4.6) |
| 12 | GPT-5.2 (Medium) | 87.92 | #110 (GPT-5.2) |
| 13 | Grok 4 | 87.83 | #181 |
| 14 | Claude Opus 4.5 (Non-reasoning) | 87.75 | #83 (Claude Opus 4.5) |
| 15 | Grok 4.20 0309 (Reasoning) | 86.75 | #112 (Grok 4.20 0309) |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=aa-global-mmlu-lite-swahili · How It Works · Data refreshed daily, snapshot 2026-10-20.