Yep as others have said, each Final Fantasy game is different.
Each game uses a common theme that is famously associated with the series (Crystals, Chocobos, Summons, Gil currency, good vs evil, romance, melodrama), but the story, characters, worlds, universes, mythologies, some system mechanics, whatever, are told differently.