Hardscrabble Spring is a spring located in Sierra County, New Mexico. It appears on the Hardscrabble Mountains USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,893.22 feet (1,796.25 m) above sea level. The nearest populated place is Cutter, approximately 21.1 miles to the WSW.