nsanku-MMLU - Overall: leaderboard

GhanaNLP's nsanku-MMLU: 2,194 four-option multiple-choice questions taken from Ghana's National Teaching Council licensing practice tests in 12 Ghanaian languages (Akuapem and Asante Twi, Dagaare, Dagbani, Dangme, Ewe, Fante, Ga, Gonja, Gurene, Kasem, Nzema). Models answer with thinking disabled and unparsed answers count as wrong; this board is overall accuracy in percent, higher is better, random guessing 25.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Around February 2027. 3 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Flash (Preview) (Non-reasoning)51.5#90 (Gemini 3 Flash (Preview))
2DeepSeek V4 Flash (Non-reasoning)35.05#155 (DeepSeek V4 Flash)
3GPT-4o30.81#357

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

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