Horse Spring is a spring located in Baker County, Oregon. It appears on the Pogue Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,893.29 feet (1,491.47 m) above sea level. The nearest populated place is Audrey (historical), approximately 6.1 miles to the ENE.