Arabic Broad Leaderboard - MMLU: leaderboard

MMLU-style Arabic multiple-choice knowledge questions: the 121-question MMLU category of SILMA's Arabic Broad Benchmark, whose answers are scored 0-10 by rules or an LLM judge. Category average score (0-10), higher is better; each model's latest result file is used.

Metric: Average Score (0-10). Source: huggingface.co. Saturation forecast: Estimated already saturated. 121 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Flash Lite10#200
2GPT-5.29.92#115
3GPT-6.1 Pro Sol9.92#11
4Qwen 3.5 397B A17B9.84#154
5Claude 3.7 Sonnet (20250219)9.84#209
6Gemini 3.7 Flash9.84#24
7Muse Spark 1.19.84#55
8c4ai-command-a-03-20259.84#468
9Qwen 3.5 27B9.75#192
10Gemini 3.5 Flash9.75#66
11Gemini 3.8 Flash9.75#30
12Gemini 4 Argon9.75#9
13Grok 4.79.75#26
14Muse Glimmer 30B9.75#191
15Gemma 4 31B (IT)9.67#178

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=arabic-broad-leaderboard-mmlu · How It Works · Data refreshed daily, snapshot 2026-11-05.