Cannonball Bay is a bay located in Cook County, Minnesota. It appears on the Mineral Center USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 601.97 feet (183.48 m) above sea level. The nearest populated place is Red Rock, approximately 5.8 miles to the ENE.