Cattle Gulch is a valley located in Beaverhead County, Montana. It appears on the Cattle Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,525.36 feet (1,684.13 m) above sea level. The nearest populated place is Quinn, approximately 1.3 miles to the ENE.