While he and Hitler may have had the same attitude towards killing innocent civilians, Josef Stalin was the Soviet Union's leader during World War II and ended up against Hitler when he tried to invade the Soviet Union. Stalin soon joined the Allied Powers after Hitler tried to invade. Hitler was extremely cruel to Soviet P.O.W. (Prisoners of War) and pretty much starved them to death. They were mortal enemies.