Panther 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 5,898.95 feet (1,798.00 m) above sea level. The nearest populated place is Engle, approximately 21.0 miles to the W.