Stump Lake is a lake located in Buffalo County, Wisconsin. It appears on the Ella USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 688.29 feet (209.79 m) above sea level. The nearest populated place is Maxville, approximately 1.7 miles to the SSE.