Gem Bay is a bay located in Calhoun County, Florida. It appears on the Altha West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 90.91 feet (27.71 m) above sea level. The nearest populated place is Willis, approximately 0.7 miles to the NE.