Martin Spring is a spring located in Socorro County, New Mexico. It appears on the South Baldy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,793.14 feet (2,375.35 m) above sea level. The nearest populated place is Kelly, approximately 8.6 miles to the N.