 After the 1921 season, Vick continued his baseball career in the minor leagues. In 1922, he played for the Toronto Maple Leafs of the International League, batting .233 in 50 games played. He returned to the Memphis Chickasaws for one season in 1923, improving his average to .290. For the 1924 season, he joined the Brookhaven Truckers of the Cotton States League (CSL) as player-manager, and he produced the best offensive numbers up to this point in his career. He batted .322 with 16 home runs, 21 doubles, and 11 triples.
