Rock Canyon is a valley located in Sierra County, New Mexico. It appears on the Elephant Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,366.17 feet (1,330.81 m) above sea level. The nearest populated place is Rock Canyon, approximately 0.4 miles to the SSW.