Gleasons Canyon is a valley located in Union County, New Mexico. It appears on the Emery Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,871.98 feet (1,789.78 m) above sea level. The nearest populated place is Madison (historical), approximately 3.4 miles to the SW.