I have compared the ingredients of Omega One goldfish flakes to their tropical flakes as well as NLS food. The ingredients are almost identical as the Omega has one different ingredient as well as the NLS. I simply don't believe that enough is known about the dietary needs of goldfish vs tropical fish. Although I do feed my goldfish his properly labeled food because it just feels right, I feel there is little to no difference between tropical and goldfish flakes.