Rock Spring is a spring located in Socorro County, New Mexico. It appears on the Vicks Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,171.82 feet (2,185.97 m) above sea level. The nearest populated place is La Petra, approximately 7.1 miles to the S.