Horse Mountain Canyon is a valley located in Socorro County, New Mexico. It appears on the Tenmile Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,921.95 feet (1,805.01 m) above sea level. The nearest populated place is Rosedale (historical), approximately 6.4 miles to the WNW.