Cat Spring is a spring located in Catron County, New Mexico. It appears on the Wilson Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,051.05 feet (1,539.56 m) above sea level. The nearest populated place is Pleasanton, approximately 5.6 miles to the NE.