Kaleva Bay is a bay located in St. Louis County, Minnesota. It appears on the Crab Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,364.83 feet (416.00 m) above sea level. The nearest populated place is Burntside Lake, approximately 1.5 miles to the SW.