WAA column represents total career value. Only top 500 players from 1900-present get ranked. Name links show career for that player.
| Rank | WAA | Name | Years | Pos |
|---|---|---|---|---|
| +160+ | 53.80 | Mordecai Brown | 1903-1916 | PITCH |
| XXXXX | 3.69 | Bob Wicker | 1901-1906 | PITCH |
| XXXXX | 3.32 | Dave Brain | 1901-1908 | SS-3B |
| XXXXX | 1.90 | Bob Rhoads | 1902-1909 | PITCH |
| XXXXX | 0.23 | Ed Taylor | 1903-1903 | PITCH |
| XXXXX | 0.08 | Larry Milton | 1903-1903 | PITCH |
| XXXXX | -0.17 | Lon Ury? | 1903-1903 | BAT |
| XXXXX | -0.17 | Harry Berte? | 1903-1903 | BAT |
| XXXXX | -0.25 | John Lovett? | 1903-1903 | PITCH |
| XXXXX | -0.32 | Jack Coveney | 1903-1903 | BAT |
| XXXXX | -0.34 | Lee DeMontreville | 1903-1903 | SS |
| XXXXX | -1.00 | Stan Yerkes | 1901-1903 | PITCH |
| XXXXX | -1.03 | Homer Smoot | 1902-1906 | OF |
| XXXXX | -1.14 | Clarence Currie | 1902-1903 | PITCH |
| XXXXX | -1.33 | Ed Murphy | 1898-1903 | PITCH |
| XXXXX | -1.41 | Harry Betts | 1903-1913 | PITCH |
| XXXXX | -1.46 | Art Nichols | 1898-1903 | 1B |
| XXXXX | -2.03 | Art Weaver? | 1902-1908 | CR |
| XXXXX | -3.65 | War Sanders | 1903-1904 | PITCH |
| XXXXX | -4.34 | Otto Williams | 1902-1906 | SS |
| XXXXX | -4.64 | George Barclay | 1902-1905 | OF |
| XXXXX | -6.70 | Jimmy Burke | 1898-1905 | 3B-2B |
| XXXXX | -6.93 | Jack O'Neill | 1902-1906 | CR |
| XXXXX | -7.61 | Patsy Donovan | 1890-1907 | OF |
| XXXXX | -8.55 | John Farrell | 1901-1905 | 2B-OF |
| XXXXX | -9.37 | Chappie McFarland | 1902-1906 | PITCH |
| XXXXX | -13.15 | Jack Ryan | 1894-1913 | CR-1B |
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