Derby Gulch is a valley located in Sweet Grass County, Montana. It appears on the Packsaddle Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,680.72 feet (1,426.68 m) above sea level. The nearest populated place is Greycliff, approximately 9.3 miles to the N.