The estimated 2024 population of Huntsville is 21,988. The population of Huntsville was recorded at 21,147 in the 2021 Canadian Census, and was recorded at 19,816 in the 2016 census. This is a change in population of 1,331, which is an annual growth rate of 1.31%.