Cannizzaro played 59 games for the Amazin's who lost 120 games that season and stayed with the club through the 1965 season. He hit .236 with zero home runs, 30 RBI over his four seasons spanning the Polo Grounds and Shea Stadium. He led the league in caught stealing percentage in 1962 (56%) and 1965 (53%).