Cathey Canyon is a valley located in Otero County, New Mexico. It appears on the Sacramento Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,736.74 feet (2,662.96 m) above sea level. The nearest populated place is Marcia, approximately 1.5 miles to the NNE.