Rock Hole Spring is a spring located in Erath County, Texas. It appears on the Reddy Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,269.91 feet (387.07 m) above sea level. The nearest populated place is Hannibal, approximately 3.9 miles to the E.