Point of Rocks is a summit located in Sierra County, New Mexico. It appears on the Upham Hills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,191.73 feet (1,582.44 m) above sea level. The nearest populated place is Alivio, approximately 3.8 miles to the NW.