Leitheiser Lake is a lake located in Becker County, Minnesota. It appears on the Detroit Lakes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,371.30 feet (417.97 m) above sea level. The nearest populated place is Detroit Lakes, approximately 2.1 miles to the W.