The second Atlantic League was a Class D minor league baseball league that operated for one season in 1914. The league had been known as the New York–New Jersey League a season earlier. The league president was Rosslyn M. Cox, who would later serve as the mayor of Middletown, New York. The Poughkeepsie Honey Bugs finished first in the league standings, with a record of 65–31 (there was no postseason). Internal politics and poor financial agreements hindered the league, which made it to the year's end, but folded before it could play another season. It was unrelated, except for name, to the first league with the name. The name has subsequently been used for a contemporary independent minor league.

Teams

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Final standings

Each team was scheduled to play a 100-game season, however all teams played fewer games, due to weather cancellations or the overall condition of the league. The season started on May 20 and ended on September 7. Source:

Notable players

Notable players in the Atlantic League's only season of 1914 include: