Goat Spring is a spring located in Socorro County, New Mexico. It appears on the Granite Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,412.82 feet (1,954.63 m) above sea level. The nearest populated place is Magdalena, approximately 5.1 miles to the SSW.