Hat Rock is a pillar located in Umatilla County, Oregon. It appears on the Hat Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 460.14 feet (140.25 m) above sea level. The nearest populated place is Cold Springs Junction, approximately 1.6 miles to the E.