This study examines carbon emission convergence in 51 African countries from 1980–2021 and analyzes the role of energy consumption and energy intensity in shaping emission trends. The findings confirm that most African countries show signs of carbon emission convergence, both individually and as a regional group. The study also reveals that higher energy use and energy intensity contribute to increasing carbon emissions, highlighting the importance of sustainable energy policies and stronger climate action across Africa.