Rutherford Spring is a spring located in Malheur County, Oregon. It appears on the Ironside USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,673.31 feet (1,119.62 m) above sea level. The nearest populated place is Ironside, approximately 3.6 miles to the WSW.