Stoke Wake is a hamlet and civil parish, formerly part of the Whiteway hundred in north Dorset, England. It is situated under Bulbarrow Hill on the edge of the Blackmore Vale, west of Blandford Forum. Dorset County Council's 2013 mid-year estimate of the parish population is 60.