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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Player | From-To | Avg | HR | RBI | W | L | SV | ERA | K |
|---|---|---|---|---|---|---|---|---|---|
| Bob Bailey | 1887-1893 | .349 | 118 | 587 | 0 | 0 | 0 | 0.00 | 0 |
| Bill Baker | 1892-1893 | .227 | 0 | 14 | 0 | 0 | 0 | 0.00 | 0 |
| Art Baldwin | 1892-1893 | .000 | 0 | 0 | 3 | 6 | 2 | 4.93 | 14 |
| Henry Ballard | 1884-1884 | .268 | 0 | 24 | 0 | 0 | 0 | 0.00 | 0 |
| Jim Barlow | 1886-1892 | .285 | 7 | 32 | 0 | 0 | 0 | 0.00 | 0 |
| Chester Bartlett | 1887-1891 | .199 | 1 | 15 | 0 | 0 | 0 | 45.00 | 2 |
| John Bates | 1888-1889 | .216 | 0 | 13 | 14 | 21 | 2 | 8.89 | 163 |
| Al Batiste | 1886-1891 | .071 | 0 | 1 | 5 | 4 | 2 | 3.61 | 105 |
| George Bauer | 1886-1893 | .246 | 6 | 80 | 151 | 140 | 1 | 3.77 | 1714 |
| Henry Bauer | 1892-1893 | .241 | 0 | 18 | 32 | 43 | 0 | 5.21 | 274 |
| Ernest Beale | 1886-1891 | .199 | 4 | 49 | 59 | 128 | 1 | 5.28 | 1023 |
| Roy Becker | 1884-1890 | .130 | 0 | 11 | 9 | 22 | 2 | 9.42 | 40 |
| Will Bellamy | 1884-1886 | .212 | 3 | 47 | 0 | 0 | 0 | 0.00 | 0 |
| Ernest Benson | 1892-1893 | .000 | 0 | 0 | 2 | 5 | 6 | 3.86 | 13 |
| Oliver Benton | 1892-1893 | .200 | 0 | 1 | 2 | 1 | 7 | 4.65 | 8 |
| Alfred Berryman | 1891-1893 | .308 | 21 | 260 | 0 | 0 | 0 | 0.00 | 0 |
| Elmer Beyah | 1888-1888 | .281 | 6 | 39 | 0 | 0 | 0 | 0.00 | 0 |
| David Binder | 1893-1893 | .000 | 0 | 0 | 1 | 0 | 0 | 9.39 | 2 |
| William Bing | 1886-1887 | .233 | 0 | 34 | 0 | 0 | 0 | 0.00 | 0 |
| Martin Birge | 1888-1888 | .000 | 0 | 0 | 2 | 1 | 3 | 1.84 | 10 |
| Ben Bishop | 1886-1893 | .248 | 48 | 372 | 0 | 0 | 0 | 0.00 | 0 |
| Sean Black | 1887-1888 | .319 | 27 | 156 | 0 | 0 | 0 | 0.00 | 0 |
| Phil Blackburn | 1886-1891 | .216 | 0 | 11 | 33 | 24 | 47 | 5.16 | 481 |
| John Blair | 1892-1893 | .211 | 3 | 60 | 0 | 0 | 0 | 0.00 | 0 |
| Ray Blankenship | 1891-1893 | .273 | 35 | 211 | 0 | 0 | 0 | 0.00 | 0 |
| Clarence Bliss | 1892-1893 | .364 | 1 | 25 | 0 | 0 | 0 | 0.00 | 0 |
| Michael Bliss | 1893-1893 | .000 | 0 | 0 | 0 | 0 | 0 | 1.93 | 2 |
| Charles Block | 1892-1893 | .304 | 5 | 124 | 0 | 0 | 0 | 0.00 | 0 |
| Theo Blue | 1888-1889 | .227 | 8 | 124 | 0 | 0 | 0 | 0.00 | 0 |
| Andy Bonds | 1885-1885 | .000 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 |
| Player | From-To | Avg | HR | RBI | W | L | SV | ERA | K |
| Otis Boone | 1884-1890 | .286 | 16 | 215 | 0 | 0 | 0 | 0.00 | 0 |
| Willie Borden | 1885-1885 | .115 | 0 | 2 | 0 | 0 | 0 | 0.00 | 0 |
| Richard Bosarge | 1892-1893 | .230 | 2 | 36 | 0 | 0 | 0 | 0.00 | 0 |
| Clay Boscia | 1892-1893 | .000 | 0 | 0 | 0 | 0 | 0 | 3.38 | 2 |
| Pierre Bouchard | 1886-1891 | .286 | 0 | 10 | 22 | 12 | 19 | 3.98 | 284 |
| Chester Bradley | 1886-1887 | .295 | 3 | 13 | 0 | 0 | 0 | 0.00 | 0 |
| Ray Bramlett | 1886-1889 | .114 | 0 | 4 | 11 | 26 | 1 | 6.29 | 205 |
| Ludwig Braun | 1884-1890 | .274 | 65 | 407 | 0 | 0 | 0 | 0.00 | 0 |
| Danny Braxton | 1884-1884 | .265 | 0 | 5 | 0 | 0 | 0 | 0.00 | 0 |
| Jack Briggs | 1888-1893 | .299 | 53 | 437 | 0 | 0 | 0 | 0.00 | 0 |
| Oscar Brodie | 1884-1885 | .212 | 7 | 34 | 0 | 0 | 0 | 0.00 | 0 |
| Joe Bromley | 1891-1893 | .280 | 1 | 53 | 0 | 0 | 0 | 0.00 | 0 |
| Chick Brossard | 1886-1886 | .344 | 8 | 80 | 0 | 0 | 0 | 0.00 | 0 |
| Adrian Brown | 1892-1893 | .065 | 0 | 1 | 4 | 7 | 0 | 7.41 | 23 |
| Amos Brown | 1892-1893 | .300 | 0 | 2 | 2 | 4 | 0 | 5.33 | 13 |
| Ray Browne | 1886-1886 | .271 | 1 | 6 | 5 | 4 | 1 | 5.03 | 80 |
| Jasper Bryant | 1884-1885 | .000 | 0 | 0 | 0 | 0 | 0 | 0.00 | 1 |
| Bernie Buchanan | 1891-1891 | .000 | 0 | 0 | 2 | 1 | 0 | 2.08 | 10 |
| Walter Bunting | 1884-1886 | .279 | 9 | 44 | 0 | 0 | 0 | 0.00 | 0 |
| Eddie Burke | 1886-1886 | .281 | 0 | 4 | 0 | 0 | 0 | 0.00 | 0 |
| Ben Byard | 1891-1891 | .500 | 1 | 1 | 0 | 0 | 0 | 0.00 | 0 |
