Rock Hole Spring is a spring located in Guadalupe County, New Mexico. It appears on the Santa Rosa Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,818.37 feet (1,468.64 m) above sea level. The nearest populated place is Double Mills, approximately 9.3 miles to the ESE.