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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Player | From-To | W | L | Pct | ERA | G | GS | CG | SHO | SV | IP | H | ER | HR | BB | SO |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ollie Bailey | 1886-1888 | 6 | 6 | .500 | 3.81 | 65 | 9 | 5 | 1 | 2 | 151.1 | 145 | 64 | 5 | 67 | 35 |
| Sam Barksdale | 1897-1899 | 52 | 30 | .634 | 2.91 | 86 | 84 | 72 | 8 | 0 | 735.1 | 742 | 238 | 6 | 203 | 132 |
| Rufus Barrell | 1891-1891 | 5 | 8 | .385 | 6.31 | 17 | 13 | 8 | 0 | 0 | 107.0 | 153 | 75 | 8 | 53 | 33 |
| Joe Barton | 1896-1899 | 8 | 4 | .667 | 2.99 | 67 | 0 | 0 | 0 | 14 | 84.1 | 78 | 28 | 3 | 28 | 17 |
| Buster Bauer | 1896-1899 | 12 | 8 | .600 | 4.12 | 76 | 5 | 3 | 0 | 6 | 131.0 | 140 | 60 | 5 | 59 | 32 |
| Charles Bauman | 1899-1899 | 0 | 0 | .000 | 2.35 | 4 | 0 | 0 | 0 | 0 | 7.2 | 10 | 2 | 0 | 5 | 1 |
| Jack Beaumont | 1895-1895 | 0 | 2 | .000 | 4.85 | 10 | 0 | 0 | 0 | 0 | 13.0 | 17 | 7 | 0 | 3 | 3 |
| Bartholomew Becker | 1892-1897 | 59 | 54 | .522 | 4.62 | 128 | 126 | 72 | 2 | 0 | 994.1 | 1081 | 510 | 32 | 650 | 384 |
| Roy Becker | 1887-1887 | 0 | 2 | .000 | 5.82 | 21 | 0 | 0 | 0 | 0 | 34.0 | 45 | 22 | 3 | 25 | 5 |
| Otis Bey | 1886-1899 | 3 | 1 | .750 | 2.14 | 40 | 0 | 0 | 0 | 1 | 54.2 | 44 | 13 | 1 | 19 | 21 |
| Martin Birge | 1886-1890 | 3 | 4 | .429 | 5.44 | 28 | 0 | 0 | 0 | 2 | 41.1 | 45 | 25 | 3 | 21 | 21 |
| Lou Blackwell | 1894-1899 | 60 | 72 | .455 | 3.97 | 148 | 144 | 88 | 9 | 0 | 1207.2 | 1381 | 533 | 24 | 482 | 399 |
| Johnny Bowens | 1888-1888 | 1 | 0 | 1.000 | 3.60 | 2 | 0 | 0 | 0 | 0 | 5.0 | 5 | 2 | 1 | 5 | 2 |
| Heinie Brandt | 1896-1896 | 0 | 0 | .000 | 5.79 | 2 | 0 | 0 | 0 | 0 | 4.2 | 6 | 3 | 0 | 5 | 1 |
| Albert Brannock | 1884-1887 | 1 | 0 | 1.000 | 0.00 | 1 | 0 | 0 | 0 | 0 | 1.0 | 0 | 0 | 0 | 0 | 0 |
| Ray Browne | 1887-1889 | 37 | 79 | .319 | 4.11 | 130 | 124 | 78 | 4 | 0 | 1034.0 | 1076 | 472 | 28 | 397 | 311 |
| Henry Bryan | 1884-1885 | 0 | 0 | .000 | 3.86 | 2 | 0 | 0 | 0 | 1 | 2.1 | 1 | 1 | 0 | 3 | 0 |
| Bernie Buchanan | 1892-1892 | 1 | 0 | 1.000 | 0.90 | 4 | 0 | 0 | 0 | 0 | 10.0 | 11 | 1 | 0 | 6 | 2 |
| Fred Burke | 1888-1898 | 15 | 10 | .600 | 3.40 | 137 | 0 | 0 | 0 | 9 | 188.0 | 195 | 71 | 8 | 66 | 52 |
| Alfred Bush | 1884-1885 | 31 | 34 | .477 | 3.77 | 71 | 67 | 44 | 4 | 0 | 567.2 | 609 | 238 | 13 | 165 | 168 |
| Hiram Butler | 1886-1891 | 3 | 9 | .250 | 5.16 | 63 | 11 | 0 | 0 | 1 | 160.1 | 199 | 92 | 14 | 68 | 54 |
