Lost Lake is a lake located in Bolivar County, Mississippi. It appears on the Lobdell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 126.12 feet (38.44 m) above sea level. The nearest populated place is Longshot, approximately 1.6 miles to the NNW.