Frank Anthony Gatins (March 6, 1871 – November 8, 1911) was an American third baseman and shortstop in Major League Baseball.

Born in Johnstown, Pennsylvania, he appeared in 17 games for the Washington Senators in the 1898 season and 50 games for the Brooklyn Superbas in 1901 and 1902.

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