Olson Gulch is a valley located in Powder River County, Montana. It appears on the Dry Creek Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,153.68 feet (961.24 m) above sea level. The nearest populated place is Boyes, approximately 9.1 miles to the ESE.