Tank Lake is a lake located in Bayfield County, Wisconsin. It appears on the Diamond Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,080.03 feet (329.19 m) above sea level. The nearest populated place is Grand View, approximately 1.4 miles to the E.