Barrel Spring is a spring located in Baker County, Oregon. It appears on the Unity Reservoir USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,948.28 feet (1,508.24 m) above sea level. The nearest populated place is Audrey (historical), approximately 4.4 miles to the WSW.