Sugar Spring is a spring located in Umatilla County, Oregon. It appears on the Tollgate USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,365.04 feet (1,635.26 m) above sea level. The nearest populated place is Tollgate, approximately 5.6 miles to the SW.