Sunfish Bay is a bay located in Tate County, Mississippi. It appears on the Arkabutla East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 218.26 feet (66.53 m) above sea level. The nearest populated place is Kelleys Crossing, approximately 0.5 miles to the SE.