Red Gulch is a valley located in Baker County, Oregon. It appears on the Balm Creek Reservoir USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,926.70 feet (1,196.86 m) above sea level. The nearest populated place is Sparta, approximately 6.6 miles to the SE.