Red Mountain Spring is a spring located in Harney County, Oregon. It appears on the Windy Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,094.77 feet (1,857.69 m) above sea level. The nearest populated place is Denio, approximately 14.2 miles to the WSW.