Cleveland is a census-designated place in Charlotte County, Florida, United States. The population was 3,435 at the 2020 census, up from 2,990 at the 2010 census. It is part of the Punta Gorda, FL Metropolitan Statistical Area, part of the North Port-Bradenton, Florida Combined Statistical Area.