Rock Springs is a spring located in Socorro County, New Mexico. It appears on the Magdalena USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,154.72 feet (2,485.56 m) above sea level. The nearest populated place is Kelly, approximately 4.4 miles to the NNE.