According to canon material, Raddus and his crew were the first Mon Calamari to join the Rebel Alliance, and they did so independently from the rest of their species. Most Mon Calamari, like Ackbar, were still focused on protecting their own home world. Also his ship, the Profundity, was a city-ship that was converted into a capital ship.
That’s the canon explanation I think, anyway.