Cave Hollow is a valley located in Gasconade County, Missouri. It appears on the Owensville West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 643.04 feet (196.00 m) above sea level. The nearest populated place is Drewel Ford (historical), approximately 2.0 miles to the NNW.