Global MMLU leaderboard
As of November 14, 2026, among the results listed here, SmolLM3-3B has the highest reported Global MMLU score, 64.1% (Instruction Model; Extended Thinking), published by HuggingFaceTB. 1 model has a Global MMLU result in our records.
Scores as the model makers published them, not re-run by us; each row links to its announcement.
Best reported score
64.1%
Reported by HuggingFaceTB · Instruction Model; Extended Thinking
1 model ranked · 1 maker
| Rank | Model | Score | Setting | Reported by | Date |
|---|---|---|---|---|---|
| 1 | H SmolLM3-3B | 64.1% | Instruction Model; Extended Thinking | HuggingFaceTB | Publication date not reported |
Other reported runs
| Model | Score | Setting | Reported by | Date |
|---|---|---|---|---|
| H SmolLM3-3B | 53.5% | Instruction Model; No Extended Thinking | HuggingFaceTB | Publication date not reported |
How much to trust these numbers
- Source
- Reported by the model makers themselves. Not re-run by LLMBenchmark or anyone independent.
- Settings
- All ranked results use the same reported setting.
What Global MMLU measures
Global MMLU tests models on MMLU questions across 42 languages, with scores indicating performance in each language. Source: Global MMLU: Understanding and Addressing Cultural Context in Multilingual Evaluation