Cold Spring is a spring located in Socorro County, New Mexico. It appears on the Blue Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,824.90 feet (2,080.23 m) above sea level. The nearest populated place is Rosedale (historical), approximately 9.2 miles to the N.