Rabbit Eye Spring is a spring located in Socorro County, New Mexico. It appears on the Steel Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,330.61 feet (1,929.57 m) above sea level. The nearest populated place is La Petra, approximately 12.4 miles to the SSW.