Sunset Bay is a bay located in Mille Lacs County, Minnesota. It appears on the Wahkon North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,251.64 feet (381.50 m) above sea level. The nearest populated place is Opstead, approximately 2.4 miles to the NE.