Casper Gulch is a valley located in Harding County, South Dakota. It appears on the McKenzie Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,965.09 feet (903.76 m) above sea level. The nearest populated place is Buffalo, approximately 9.7 miles to the S.