Gravel Spring is a spring located in Baker County, Oregon. It appears on the Rastus Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,378.32 feet (1,639.31 m) above sea level. The nearest populated place is Unity, approximately 9.3 miles to the N.