I would posit that self-consistency is the only possible ultimate reason. Whatever other reason there is, you can always continue asking “why”, like children like to do, and will never come to an end. The only final explanatory is the absence of reduction ad absurdum. Another way to state this is to say that everything logically consistent probably exists, because there cannot be any other ultimate reason why it wouldn’t.