Vanishing Spring is a spring located in Lincoln County, New Mexico. It appears on the Nogal Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 10,938.03 feet (3,333.91 m) above sea level. The nearest populated place is Villa Madonna, approximately 5.1 miles to the ENE.