Rock Point Spring is a spring located in Navajo County, Arizona. It appears on the Pepper Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,892.09 feet (1,795.91 m) above sea level. The nearest populated place is Grasshopper, approximately 5.2 miles to the SSW.