Desperate to lock up deposits and with high interest rates, banks are paying the highest rates they've paid for deposits in more than two decades. The average yield on a three-month certificate of deposit was 5.39% as of year end 2023, according to data from the Federal Reserve and has now climbed to 5.46% as of April.