Potato Canyon is a valley located in Socorro County, New Mexico. It appears on the Mount Withington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,741.57 feet (2,054.83 m) above sea level. The nearest populated place is Rosedale (historical), approximately 6.2 miles to the S.