Panther Canyon is a valley located in Otero County, New Mexico. It appears on the Panther Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,138.07 feet (1,261.28 m) above sea level. The nearest populated place is Cienega (historical), approximately 6.8 miles to the WSW.