Cathedral Rock is a pillar located in Colfax County, New Mexico. It appears on the Tooth of Time USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,800.66 feet (2,377.64 m) above sea level. The nearest populated place is Ute Park, approximately 6.2 miles to the NNW.