Horse Thief Coulee is a valley located in Pepin County, Wisconsin. It appears on the Pepin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 739.27 feet (225.33 m) above sea level. The nearest populated place is Stockholm, approximately 1.1 miles to the WNW.