Gator Bay Prairie is a flat located in Monroe County, Florida. It appears on the Big Boy Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.12 feet (0.04 m) above sea level. The nearest populated place is The Watson Place, approximately 7.6 miles to the W.