Kaggle MultiLoKo - Malay Task v6: leaderboard

Meta MultiLoKo native Kaggle revisions: 30 languages at task v6 and German at v2, with 250 items per language where evaluated. Average v2 requires numeric results for all 31 tasks. Language boards retain their reported rows. These revisions are distinct from the historical EM tasks. Urdu retains the existing reviewed scoring hold.

Metric: Exact Match (%). Source: www.kaggle.com. Saturation forecast: Around 2030. 16 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)40#60
2Gemini 3.8 Flash37.6#23
3GPT-6.1 Sol34.4#7
4Gemini 4 Argon34#8
5GPT-6 Astra33.6#6
6GPT-6 Luna25.2#61
7Grok 4.722#26
8Qwen 3.8 Max17.6#32
9GLM-517.2#146
10Gemma 4 31B14.8#203
11Claude Sonnet 5.514#11
12Claude Opus 5.512.8#5
13Kimi K311.2#33
14Claude Opus 4.88#37
15Claude Sonnet 58#62

No result here: #9 Claude Fable 5.1, #10 Muse Wonder Full.

Interactive version: theaggregate.ai/benchmark?slug=kaggle-multiloko-malay-task-v6 · How It Works · Data refreshed daily, snapshot 2026-10-25.