Japanese garden at Cal State Long Beach. Koi fishes are very closely related to goldfish, and in fact the style of breeding and ornamentation has become very similar, probably through the efforts of Japanese breeders to emulate goldfish, but they are not goldfish. Koi and tattoos of Koi are traditionally considered lucky.