In the 2021 Census of Population conducted by Statistics Canada, Cape Broyle had a population of  living in  of its  total private dwellings, a change of  from its 2016 population of .
According to the 2021 Census of Population by Statistics Canada, the population of Cape Broyle was living in certain of its total private dwellings, with a rise compared to the 2016 population.