Rock Tank is a reservoir located in Luna County, New Mexico. It appears on the Deming East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,338.75 feet (1,322.45 m) above sea level. The nearest populated place is Mirage, approximately 1.1 miles to the WNW.