Rock Spring is a spring located in Doña Ana County, New Mexico. It appears on the Organ Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,360.80 feet (1,633.97 m) above sea level. The nearest populated place is Modoc (historical), approximately 3.1 miles to the WSW.