Cole Spring is a spring located in Catron County, New Mexico. It appears on the Mariano Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,243.47 feet (2,207.81 m) above sea level. The nearest populated place is Quemado, approximately 4.0 miles to the SSW.