Leech Lake is a lake located in Cass County, Minnesota. It appears on the Ottertail Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,296.73 feet (395.24 m) above sea level. The nearest populated place is Baker, approximately 5.9 miles to the WSW.