This African Development Bank working paper analyses the presence of economies of scale in gold mining in Africa. It uses mine level data between 2005 and 2010 and the data is collected from countries that account for 83% of the continent’s gold production. Our analysis shows that the gold mining industry in Africa exhibits significant economies of scale. In other words, the unit cost of production falls significantly as mines get larger.