The five largest U.S. banks held deposits worth well over $5.2 trillion worldwide in Q1 2017 - representing a little more than 40% of all deposits held by U.S. commercial banks. JPMorgan has the largest deposit base among U.S. banks, with Wells Fargo ranking #2.