Stump Canyon is a valley located in Cochise County, Arizona. It appears on the Nicksville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,941.28 feet (1,506.10 m) above sea level. The nearest populated place is Nicksville, approximately 2.5 miles to the NNW.