Dead Horse Bay is a bay located in Brown County, Wisconsin. It appears on the Green Bay West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 581.73 feet (177.31 m) above sea level. The nearest populated place is Suamico, approximately 2.0 miles to the NW.