Cleveland Lake is a reservoir located in Peach County, Georgia. It appears on the Fort Valley East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 356.61 feet (108.69 m) above sea level. The nearest populated place is Powersville, approximately 1.0 miles to the N.