Horse Thief Lake is a reservoir located in Pennington County, South Dakota. It appears on the Mount Rushmore USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,922.24 feet (1,500.30 m) above sea level. The nearest populated place is Kennedyville, approximately 3.0 miles to the NW.