Leaderboards
African-language LLM benchmark.
Rigorous human evaluation across 12 African languages, 4 reasoning categories and safety probes. Updated monthly.
RankModelOrganizationScoreΔ
#1Frontier-4 UltraAnthropic-like Lab A87.4+1.2
#2Aya-8B InstructCohere For AI82.9+0.4
#3Gemini-3 FlashGoogle DeepMind81.6-
#4GPT-5 MiniOpenAI79.2-0.3
#5InkubaLM-7BLelapa AI76.5+2.1
Evaluated by 240+ XUmmia experts across Swahili, Yoruba, Amharic, Hausa, Zulu, Wolof, Kinyarwanda, Xhosa, Igbo, Twi, Somali and Oromo.