Rock Tank is a reservoir located in Catron County, New Mexico. It appears on the Centerfire Bog USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,597.08 feet (2,315.59 m) above sea level. The nearest populated place is Spur Lake, approximately 5.7 miles to the WNW.