Big Bay is a bay located in Ashland County, Wisconsin. It appears on the Madeline Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 602.07 feet (183.51 m) above sea level. The nearest populated place is La Pointe, approximately 6.3 miles to the WSW.