Rock House Canyon is a valley located in Grant County, New Mexico. It appears on the Antelope Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,190.65 feet (1,582.11 m) above sea level. The nearest populated place is Cliff, approximately 7.7 miles to the ENE.