Stevenson was waived by the Browns on Tuesday, Scott Petrak of the Elyria Chronicle-Telegram reports.
Stevenson joined Cleveland's practice squad last December after recovering from a foot injury he suffered while with Buffalo. The 25-year-old then inked a reserve/future contract with the team in January. However, it now appears Stevenson will need to find an opportunity elsewhere.