Rock Tank is a reservoir located in De Baca County, New Mexico. It appears on the Watts Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,134.93 feet (1,260.33 m) above sea level. The nearest populated place is Canton (historical), approximately 4.6 miles to the ENE.