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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WPCT | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | John Barrie | .929 | 1934 | |
| 2 | Dode Jefferis | .895 | 1923 | |
| 3 | Charlie Harris | .889 | 1930 | |
| 4 | Clint Harris | .882 | 1929 | |
| 5 | Joe Andary | .867 | 1910 | |
| 6 | Pete Cervenka | .857 | 1916 | |
| 7 | Milt Sexton | .850 | 1930 | |
| 8 | John Thomas Johnson# | .846 | 1944 | |
| 9 | Al Robinson | .840 | 1929 | |
| 10 | George Warren | .826 | 1905 | |
| 11 | Ray Allen | .824 | 1926 | |
| 12 | Al Parker | .818 | 1917 | |
| 12 | John Bennett | .818 | 1930 | |
| 14 | Pat Coon | .810 | 1923 | |
| 15 | Dan Waldman | .800 | 1931 | |
| 15 | Jack Tuttle | .800 | 1915 | |
| 15 | Chuck Perkins | .800 | 1924 | |
| 15 | Abe Adamson | .800 | 1935 | |
| 15 | Alex Modglin | .800 | 1929 | |
| 15 | Ike Gubin | .800 | 1918 | |
| 21 | Ike Gubin | .793 | 1916 | |
| 22 | Willie Gomez | .792 | 1919 | |
| 22 | George Leonard | .792 | 1933 | |
| 24 | Del Smith | .789 | 1936 | |
| 25 | Dick Heiliger | .788 | 1905 | |
| 26 | Dick Dover | .786 | 1930 | |
| 27 | Duke Brown | .783 | 1938 | |
| 27 | Eli Weiss | .783 | 1907 | |
| 29 | Eddie Mikrut | .778 | 1919 | |
| 29 | John Bennett | .778 | 1925 | |
| 29 | Jim Cavender | .778 | 1938 | |
| 29 | Earl Farrar | .778 | 1928 | |
| 29 | John Barrie | .778 | 1935 | |
| 34 | Bill G Brown | .773 | 1920 | |
| 34 | Izzy Rayson | .773 | 1925 | |
| 34 | Marcel Besson | .773 | 1941 | |
| 37 | Jim Cavender | .769 | 1931 | |
| 37 | Al Parker | .769 | 1915 | |
| 37 | Raymond Kirchner | .769 | 1923 | |
| 40 | Russ Reel | .762 | 1936 | |
| 40 | Jesse Buckenmeyer | .762 | 1906 | |
| 42 | Johnny Cook# | .760 | 1938 | |
| 42 | Ray Allen | .760 | 1927 | |
| 42 | Gil Purdy | .760 | 1912 | |
| 42 | Ben Thompson | .760 | 1923 | |
| 46 | Marcel Besson | .750 | 1934 | |
| 46 | John Slyman | .750 | 1908 | |
| 46 | Frank Ryan | .750 | 1919 | |
| 46 | Herb Flynn | .750 | 1932 | |
| 46 | Eddie Rowen | .750 | 1914 | |
| 46 | Dode Jefferis | .750 | 1922 | |
| 46 | Bill Adriansen | .750 | 1929 | |
| 46 | John Bennett | .750 | 1927 | |
| 46 | George Rotondi# | .750 | 1940 | |
| 55 | Bob Young | .743 | 1905 | |
| 56 | John Simms | .741 | 1907 | |
| 56 | Ike Gubin | .741 | 1917 | |
| 56 | Pat Coon | .741 | 1913 | |
| 59 | Jack Tuttle | .739 | 1909 | |
| 60 | Ed Rush | .737 | 1932 | |
| 60 | Willie Gomez | .737 | 1921 | |
| 60 | Frank Baxter | .737 | 1929 | |
| 60 | Joe Blansit | .737 | 1940 | |
| 64 | Red Lyman | .733 | 1921 | |
| 64 | Bill Kutz | .733 | 1928 | |
| 66 | Mike Lee# | .731 | 1946 | |
| 66 | Harry Smith | .731 | 1943 | |
| 68 | Huck Palmer | .727 | 1935 | |
| 68 | Hal Upton | .727 | 1935 | |
| 68 | Ben Yancy | .727 | 1937 | |
| 68 | John Akard | .727 | 1917 | |
| 68 | Bill Libby | .727 | 1907 | |
| 73 | Bill Hannah | .724 | 1906 | |
| 74 | Ben Johnson | .722 | 1943 | |
| 74 | Izzy Rayson | .722 | 1913 | |
| 74 | Jim Cioffi | .722 | 1937 | |
| 74 | Herb Armstrong# | .722 | 1943 | |
| 74 | Slick Hollis | .722 | 1922 | |
| 79 | Ben Fiskars# | .714 | 1943 | |
| 79 | Jack Petit | .714 | 1910 | |
| 79 | Zeke King# | .714 | 1946 | |
| 79 | John Van Keuren | .714 | 1920 | |
| 79 | John Van Keuren | .714 | 1919 | |
| 79 | Herb Flynn | .714 | 1933 | |
| 79 | Bill Webber | .714 | 1916 | |
| 79 | Ed Kutz# | .714 | 1944 | |
| 79 | Al Parker | .714 | 1919 | |
| 79 | Bob Ray | .714 | 1911 | |
| 79 | Tom Marsh# | .714 | 1944 | |
| 79 | John Douglas | .714 | 1939 | |
| 79 | Dan Waldman | .714 | 1923 | |
| 92 | Charlie Walton | .710 | 1904 | |
| 93 | Ed Kutz# | .708 | 1942 | |
| 93 | Tom Cipolla# | .708 | 1940 | |
| 93 | Jim Hawkins# | .708 | 1947 | |
| 96 | John Perlman | .706 | 1906 | |
| 97 | Dave Smith | .704 | 1911 | |
| 97 | Bill Cartee | .704 | 1908 | |
| 99 | Johnny Reynolds | .700 | 1921 | |
| 99 | Al Parker | .700 | 1914 |
