WWII was so much more complicated than who used kinetic force first. Just like the currrent russia/ukraine conflict.
BL for me though is using the atomic bombs did end the war earlier and saved millions more than it killed, both American and Japanese. An invasion would have killed millions and then that mass famine would kill millions more.
I was thinking more like, you poke the bear, you get swatted.