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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | AVG | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Bob James | .4094 | 1884-1887 | |
| 2 | Ike Holman# | .3833 | 1886-1893 | |
| 3 | Silas Allen | .3656 | 1884-1888 | |
| 4 | Oscar Curley# | .3613 | 1886-1888 | |
| 5 | Joe Watlington# | .3514 | 1884-1887 | |
| 6 | Otis Dalton# | .3497 | 1884-1893 | |
| 7 | Elmer Selders | .3466 | 1886-1888 | |
| 8 | Ed Monahan# | .3455 | 1884-1886 | |
| 9 | Will Daniels | .3405 | 1886-1888 | |
| 10 | Andy Stanhope# | .3390 | 1891-1893 | |
| 11 | Lou Staten# | .3355 | 1886-1888 | |
| 12 | Bobby Vasser | .3293 | 1886-1888 | |
| 13 | Art Clapp# | .3292 | 1887-1893 | |
| 14 | Alan Caldwell | .3285 | 1886-1887 | |
| 15 | John McLaurin | .3284 | 1884-1887 | |
| 16 | Sam Buteau# | .3283 | 1888-1893 | |
| 17 | Ray Simmons# | .3250 | 1884-1893 | |
| 18 | Ray Kearney# | .3243 | 1891-1893 | |
| 19 | Milton Beach# | .3223 | 1884-1893 | |
| 20 | Ernest Douglas# | .3220 | 1886-1893 | |
| 21 | Fred Wilkins | .3206 | 1888-1890 | |
| 22 | Joe Osborn# | .3192 | 1891-1893 | |
| 23 | George Tremblay# | .3180 | 1884-1893 | |
| 24 | Fred Moulton# | .3150 | 1884-1893 | |
| 25 | Al Lynn# | .3131 | 1888-1893 | |
| 26 | Harvey Gibbons# | .3129 | 1888-1890 | |
| 27 | Oscar Atkinson# | .3117 | 1886-1887 | |
| 28 | Dan Madden# | .3098 | 1886-1893 | |
| 29 | Otis Bey# | .3091 | 1886-1893 | |
| 30 | Oliver Marbury# | .3078 | 1884-1893 | |
| 31 | Douglas Glover | .3066 | 1884-1888 | |
| 32 | Rufus Thomas# | .3064 | 1884-1893 | |
| 33 | Walt McGee# | .3045 | 1887-1893 | |
| 34 | Ed Reed# | .3037 | 1884-1889 | |
| 34 | George Delaney | .3037 | 1884-1889 | |
| 36 | Ed Treadwell# | .3036 | 1886-1893 | |
| 37 | Harry Woodford# | .3035 | 1886-1893 | |
| 38 | Tim Lemessurier# | .3028 | 1891-1893 | |
| 39 | Charles William | .3012 | 1884-1888 | |
| 40 | Chester MacDonald# | .3006 | 1891-1893 | |
| 41 | Hank Purnell# | .2980 | 1884-1893 | |
| 42 | Oscar Foster# | .2975 | 1886-1893 | |
| 43 | Lou Scudder# | .2950 | 1884-1887 | |
| 44 | David Doyle# | .2943 | 1886-1888 | |
| 45 | Jean McRae# | .2940 | 1891-1893 | |
| 46 | Tom Sidberry# | .2933 | 1884-1893 | |
| 47 | Lou Lindley# | .2930 | 1884-1893 | |
| 48 | Clar Gannon# | .2928 | 1886-1893 | |
| 49 | Alfred Kennerly# | .2921 | 1888-1893 | |
| 50 | Fred Merriam# | .2909 | 1884-1893 | |
| 51 | Sam Lovette | .2908 | 1886-1887 | |
| 52 | Jim Larkin# | .2900 | 1884-1886 | |
| 52 | Dan Hutchins# | .2900 | 1884-1893 | |
| 54 | Oscar Kirby# | .2896 | 1884-1893 | |
| 55 | Vic Simms# | .2891 | 1891-1893 | |
| 56 | Jim Tappan# | .2889 | 1886-1893 | |
| 56 | Ed Fobbs# | .2889 | 1888-1893 | |
| 58 | John Davis | .2887 | 1884-1889 | |
| 59 | Nate Vaughn# | .2875 | 1886-1893 | |
| 60 | Nate Hauser# | .2874 | 1888-1893 | |
| 61 | Theo Hanrahan# | .2859 | 1884-1889 | |
| 62 | George Duncan# | .2844 | 1888-1893 | |
| 63 | Bob Ganus# | .2841 | 1884-1893 | |
| 64 | Walt Lowell# | .2837 | 1891-1893 | |
| 65 | Jim Bradbury# | .2833 | 1884-1893 | |
| 66 | Jasper Kane# | .2831 | 1884-1893 | |
| 67 | Ray Belcher# | .2823 | 1884-1892 | |
| 68 | Dan Hawley# | .2811 | 1884-1893 | |
| 69 | Pat Ellis# | .2795 | 1886-1893 | |
| 70 | Roy Forsyth# | .2771 | 1886-1887 | |
| 71 | Charley Guidry# | .2770 | 1886-1892 | |
| 72 | Baptiste Cameron# | .2769 | 1889-1893 | |
| 72 | Ernie Kraus# | .2769 | 1884-1893 | |
| 74 | Abel Prescott# | .2744 | 1888-1893 | |
| 75 | Abel Drescher# | .2721 | 1886-1893 | |
| 76 | Ike Radcliffe# | .2720 | 1884-1893 | |
| 77 | Henry Fleming | .2713 | 1884-1886 | |
| 78 | Ray Sears# | .2710 | 1886-1893 | |
| 79 | Silas Hartley# | .2702 | 1891-1893 | |
| 79 | Tom Moran# | .2702 | 1888-1893 | |
| 81 | Jack Rawlins# | .2691 | 1884-1889 | |
| 82 | Ben McPhail# | .2690 | 1886-1893 | |
| 83 | Joe Foster | .2687 | 1884-1886 | |
| 84 | Vic Kenyon# | .2684 | 1886-1893 | |
| 85 | George Caron# | .2679 | 1886-1893 | |
| 86 | Pat Tuckett# | .2676 | 1888-1893 | |
| 87 | Pat Ramsey | .2674 | 1888-1889 | |
| 88 | Andrew Edwards | .2669 | 1884-1887 | |
| 89 | Pat Murphy# | .2666 | 1884-1892 | |
| 90 | Walt James# | .2662 | 1884-1893 | |
| 91 | Tim Connaughton# | .2661 | 1891-1893 | |
| 92 | Joe Whitcomb# | .2634 | 1884-1893 | |
| 93 | Dan Theobald# | .2626 | 1886-1893 | |
| 94 | Joe Wellman# | .2624 | 1888-1893 | |
| 95 | Will Tucker# | .2620 | 1884-1893 | |
| 96 | Joe Martin# | .2618 | 1891-1893 | |
| 96 | Fred Watton# | .2618 | 1891-1893 | |
| 98 | Lew Schroeder# | .2601 | 1888-1889 | |
| 99 | Martin Criswell# | .2596 | 1886-1888 | |
| 100 | Sam Kelly# | .2591 | 1886-1893 |
