Rat Lake is a lake located in Cass County, Minnesota. It appears on the Jack Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,297.44 feet (395.46 m) above sea level. The nearest populated place is Whipholt, approximately 0.8 miles to the ENE.