Grays Gulch is a valley located in Baker County, Oregon. It appears on the McLain Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,433.90 feet (741.85 m) above sea level. The nearest populated place is Sunset, approximately 3.7 miles to the WSW.