Rock Tank Spring is a spring located in Maricopa County, Arizona. It appears on the New River Mesa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,828.43 feet (862.11 m) above sea level. The nearest populated place is Cave Creek, approximately 5.5 miles to the SSW.