There is an emerging debate about the growth of Anglicanism in sub-Saharan Africa. With this debate in mind, this paper uses four statistically representative surveys of sub-Saharan Africa to estimate the relative and absolute number who identify as Anglican in five countries: Kenya, Nigeria, South Africa, Tanzania and Uganda. The results for Kenya, South Africa and Tanzania are broadly consistent with previous scholarly assessments. The findings on Nigeria and Uganda, the two largest provinces, are likely to be more controversial. The evidence from statistically representative surveys finds that the claims often made of the Church of Nigeria consisting of ‘over 18 million’ exceedingly unlikely; the best statistical estimate is that under 8 million Nigerians identify as Anglican. The evidence presented here shows that Uganda (rather than Nigeria) has the strongest claim to being the largest province in Africa in terms of those who identify as Anglican, and is larger than is usually assumed. Evidence from the Ugandan Census of Populations and Households, however, also suggests the proportion of Ugandans that identify as Anglican is in decline, even if absolute numbers have been growing, driven by population growth.