Rat Lake is a lake located in Cass County, Minnesota. It appears on the Bungo Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,444.69 feet (440.34 m) above sea level. The nearest populated place is Graff, approximately 4.3 miles to the SSE.