Rock Canyon is a valley located in Otero County, New Mexico. It appears on the Apache Summit USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,907.88 feet (2,410.32 m) above sea level. The nearest populated place is Silver Springs, approximately 3.3 miles to the SE.