Rock Spring is a spring located in Catron County, New Mexico. It appears on the Grouse Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,629.86 feet (2,630.38 m) above sea level. The nearest populated place is Wilcox Peak, approximately 4.7 miles to the WSW.