What technological advantage did the Manhattan project give the allies?

During World War II, the Manhattan Project gave the Allies an immense technological -- and, thus, military -- advantage against their sole remaining enemy, Imperial Japan. Without any means of stopping the weapon produced by the Manhattan Project, and with no means of retaliating in kind, Japan was forced into surrender once that weapon was used.