Cherryvale is a city located in Montgomery County, Kansas. Cherryvale has a 2026 population of 2,114. Cherryvale is currently declining at a rate of -1.08% annually and its population has decreased by -3.07% since the most recent census, which recorded a population of 2,181 in 2020.