Rock Spring Mesa is a summit located in Grand County, Utah. It appears on the Preacher Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,907.85 feet (2,410.31 m) above sea level. The nearest populated place is Three Pines, approximately 6.1 miles to the ENE.