Armstrong Coulee is a valley located in Phillips County, Montana. It appears on the Swede Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,249.25 feet (685.57 m) above sea level. The nearest populated place is Dryer Place, approximately 6.5 miles to the NW.