Rockhouse Canyon is a valley located in Colfax County, New Mexico. It appears on the Tin Pan Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,254.61 feet (2,211.21 m) above sea level. The nearest populated place is Brilliant, approximately 0.9 miles to the SE.