Granite Canyon is a valley 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 5,117.14 feet (1,559.70 m) above sea level. The nearest populated place is Engle, approximately 22.7 miles to the W.