Rat Lake is a lake located in Cass County, Minnesota. It appears on the Graff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,459.78 feet (444.94 m) above sea level. The nearest populated place is Graff, approximately 1.9 miles to the ENE.