Stevens signed a contract with the Giants on Wednesday, Michael Elsen of the team's official site reports.
Stevens was waived by the Panthers at the start of June and will now join the Giants in training camp. The 2020-seventh round pick appeared in one game as a rookie and totaled four carries for 24 yards.