Lost Lake is a reservoir located in Randolph County, Arkansas. It appears on the Ravenden Springs SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 402.69 feet (122.74 m) above sea level. The nearest populated place is Stoney Point, approximately 1.2 miles to the S.