Exocoetidae: The Fish That Flies Exocoetidae, commonly called Flying Fish, is a family of fishes aptly named for their ability to emerge out of the water and glide for long distances with their outstretched pectoral fins. Their streamlined torpedo shape helps them gather enough underwater speed to break the surface, and their large, wing-like fins get them airborne. Once in th..