Round Mountain Spring is a spring located in Otero County, New Mexico. It appears on the Tularosa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,192.32 feet (1,277.82 m) above sea level. The nearest populated place is Tularosa, approximately 6.1 miles to the ENE.