Jais 3 Model Cards - Arabic MMLU with Diacritics: leaderboard

Arabic MMLU questions written with full diacritics. MBZUAI's Institute of Foundation Models reported this on the Jais 3 model cards (released October 15, 2026), comparing each Jais 3 size with size-matched reference models; this board collects all six cards. The cards state that all reported results use high reasoning effort. Vendor-reported. Metric: Accuracy (%). Higher is better. Source: https://huggingface.co/collections/IFM/jais-3-6abba9df4f1173ec7ce2929d

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Around January 2027. 29 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 4 31B (IT)88.9#174
2Qwen3.8-Flash-Next88.8#69
3Qwen 3.5 397B A17B88.4#144
4Nemotron 3 Ultra87.4#234
5Muse Glimmer 30B86.6#178
6Qwen 3.8 27B85.2#104
7MiniMax-M384.6#137
8Gemma 4 12B (IT)83.2#371
9Qwen 3.5 9B77.3#377
10gemma-4-E4B-it74.5#566
11Qwen 3.5 4B70.8#473
12Falcon-H1-34B-Instruct69.1#666
13Gemma 4 E2B64.7#1076
14Fanar-1-9B-Instruct54.9#633
15granite-4.0-h-3B-ar53.3#1133

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

Interactive version: theaggregate.ai/benchmark?slug=jais-3-model-cards-arabic-mmlu-with-diacritics · How It Works · Data refreshed daily, snapshot 2026-10-19.