Red Rock Pass is a gap located in Jefferson County, Oregon. It appears on the Stephenson Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,583.33 feet (1,397.00 m) above sea level. The nearest populated place is Horseheaven, approximately 8.3 miles to the NNW.