Stout Lake is a lake located in Cherry County, Nebraska. It appears on the Square Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,070.70 feet (935.95 m) above sea level. The nearest populated place is Kennedy, approximately 6.8 miles to the NE.