Gatlin Canyon is a valley located in Catron County, New Mexico. It appears on the O Block Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,536.71 feet (1,687.59 m) above sea level. The nearest populated place is Lower San Francisco Plaza, approximately 4.3 miles to the NNE.