Baldy Gulch is a valley located in Baker County, Oregon. It appears on the Sparta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,801.75 feet (1,158.77 m) above sea level. The nearest populated place is Sparta, approximately 1.3 miles to the W.