Stephens was traded on November 20, 1947, with $25,000, Joe Frazier, and Dick Kokos for Walt Judnich and Bob Muncrief.[5] Stephens worked out of the bullpen early in the 1948 season before making six successive starts during June; however, he lost his first four decisions before throwing another complete game, a 9–6 win over the Boston Red Sox at Sportsman's Park, winning the game himself by driving in three runs with an eighth-inning double off Mel Parnell. (Bryan Stephens was one of three players with a similar surname who played in that game, including Boston's Vern Stephens and the Browns' first baseman, Chuck Stevens.)[6] But Bryan Stephens' year with the Browns had few bright spots: he collected three saves and posted three wins, against six losses, with a poor 6.02 earned run average in 122+2⁄3 innings pitched. He spent the next two seasons, his last as a professional, in the minors.
All told, Stephens allowed 220 hits and 106 bases on balls in 214+2⁄3 Major League innings pitched, with 69 strikeouts.