Rock House Spring is a spring located in Sierra County, New Mexico. It appears on the Hardscrabble Mountains USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,833.33 feet (1,778.00 m) above sea level. The nearest populated place is Engle, approximately 19.9 miles to the W.