Rock Tank is a reservoir located in Otero County, New Mexico. It appears on the Cornucopia Ranch SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,717.84 feet (1,438.00 m) above sea level. The nearest populated place is Corner Well, approximately 19.3 miles to the NE.