Rail Canyon is a valley located in Grant County, Oregon. It appears on the Monument USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,833.59 feet (863.68 m) above sea level. The nearest populated place is Monument, approximately 4.8 miles to the SE.