Blue Spring is a spring located in Baker County, Oregon. It appears on the French Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,570.75 feet (1,697.96 m) above sea level. The nearest populated place is Pleasant Valley, approximately 5.0 miles to the NNE.