Rock House Tank is a reservoir located in Otero County, New Mexico. It appears on the Pajarita Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,630.18 feet (2,020.88 m) above sea level. The nearest populated place is Whitetail, approximately 8.3 miles to the W.