Rock House Tank is a reservoir located in Torrance County, New Mexico. It appears on the Palma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,225.70 feet (1,897.59 m) above sea level. The nearest populated place is Palma, approximately 5.8 miles to the NNW.