Granite Gulch is a valley located in Wallowa County, Oregon. It appears on the Steamboat Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,013.87 feet (1,528.23 m) above sea level. The nearest populated place is Medical Springs, approximately 14.3 miles to the SW.