Cow Lake is a lake located in Cass County, Minnesota. It appears on the Backus USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,320.80 feet (402.58 m) above sea level. The nearest populated place is Mildred, approximately 2.6 miles to the ESE.