Who had the largest navy in world war 2?

Battle of Kursk, in Russia. July 1943. The biggest land and tank battle of World War II.
To answer your question on "what was the biggest battle in World War 2", I assume you are including both fronts(ETO and Pacific); the answer would be the Hurtegon Forest, that was fought in the ETO(European Theater of Operations).