Lost Lake is a lake located in Leflore County, Mississippi. It appears on the Money USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 129.79 feet (39.56 m) above sea level. The nearest populated place is Avalon, approximately 4.0 miles to the SE.