Chesapeake Beach is a town located in Calvert County, Maryland. Chesapeake Beach has a 2026 population of 6,504. Chesapeake Beach is currently growing at a rate of 0.08% annually and its population has increased by 2.25% since the most recent census, which recorded a population of 6,361 in 2020.