Rock Hole Spring is a spring located in Gila County, Arizona. It appears on the Chrome Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,852.10 feet (1,783.72 m) above sea level. The nearest populated place is McMillianville, approximately 3.4 miles to the E.