Town of Sumpter is a civil located in Sauk County, Wisconsin. It appears on the Sauk Prairie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 859.58 feet (262.00 m) above sea level. The nearest populated place is Bluffview, approximately 0.3 miles to the NE.