Cowboy Canyon is a valley located in Madison County, Montana. It appears on the Cherry Creek Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,460.32 feet (1,664.31 m) above sea level. The nearest populated place is Anceney, approximately 7.9 miles to the NNE.