“Japan was working on the Atom bomb as well and was very close, if not already successful in 1945”
That’s not true at all.
The Japanese nuclear research project was FAR FAR FAR behind the Manhattan Project.
The Japanese didn’t have the knowlage, resources, facilities or technology to produce weapons grade HEU or a working bomb.