Rocky Gulch is a valley located in Broadwater County, Montana. It appears on the Hellgate Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,436.23 feet (1,352.16 m) above sea level. The nearest populated place is Whites City, approximately 5.4 miles to the ESE.