Rocky Tank is a reservoir located in Grant County, New Mexico. It appears on the Harden Cienega USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,623.33 feet (1,713.99 m) above sea level. The nearest populated place is Harden Cienega, approximately 1.6 miles to the SW.