Cave Hollow is a valley located in Reynolds County, Missouri. It appears on the Oates USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,053.15 feet (321.00 m) above sea level. The nearest populated place is Oates, approximately 2.1 miles to the SE.