Rock Tank is a reservoir located in Otero County, New Mexico. It appears on the Bitter Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,123.62 feet (1,256.88 m) above sea level. The nearest populated place is Salinas, approximately 10.6 miles to the E.