Rocky Coulee is a valley located in Grant County, Washington. It appears on the Wheeler USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,181.54 feet (360.13 m) above sea level. The nearest populated place is Mitchell, approximately 1.4 miles to the NNW.