Axle Canyon is a valley located in Umatilla County, Oregon. It appears on the Sevenmile Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,244.02 feet (683.98 m) above sea level. The nearest populated place is Pilot Rock, approximately 4.6 miles to the WNW.