Rumpuss Lake is a lake located in Cook County, Minnesota. It appears on the Gillis Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,590.29 feet (484.72 m) above sea level. The nearest populated place is Prairie Portage, approximately 22.4 miles to the W.