Cave Canyon is a valley located in Carbon County, Montana. It appears on the Red Pryor Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,232.81 feet (1,594.96 m) above sea level. The nearest populated place is Dryhead (historical), approximately 7.8 miles to the NE.