Cass Lake is a reservoir located in Barton County, Missouri. It appears on the Milford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 973.29 feet (296.66 m) above sea level. The nearest populated place is Irwin, approximately 3.6 miles to the WNW.