Rock Spring is a spring located in Crook County, Oregon. It appears on the Steins Pillar USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,107.90 feet (1,556.89 m) above sea level. The nearest populated place is Horseheaven, approximately 16.2 miles to the NNE.