Drake Bay is a swamp located in Walton County, Florida. It appears on the Glendale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 131.06 feet (39.95 m) above sea level. The nearest populated place is Pleasant Grove, approximately 0.6 miles to the N.