Stout Canyon is a valley located in Colfax County, New Mexico. It appears on the Dawson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,503.80 feet (1,982.36 m) above sea level. The nearest populated place is Loretta (historical), approximately 2.6 miles to the S.