Sport-specific career totals from the active profile tables, with VAL shown whenever the sport has a value file.
| Season | Age | Team | GP | G | AB | R | H | 2B | 3B | HR | RBI | SB | BB | SO | AVG | OBP | SLG | OPS | VAL |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1884 | 19 | PIT | 89 | 89 | 347 | 46 | 78 | 10 | 2 | 0 | β | β | 13 | β | .225 | .257 | .265 | .522 | 3.3 |
| 1885 | 20 | PIT | 42 | 42 | 166 | 19 | 27 | 3 | 1 | 0 | 13 | β | 4 | β | .163 | .182 | .193 | .375 | 0.5 |
| 1886 | 21 | PIT | 83 | 83 | 317 | 70 | 80 | 15 | 1 | 2 | 36 | 35 | 43 | β | .252 | .343 | .325 | .668 | 5.8 |
| 1887 | 22 | PIT | 87 | 87 | 342 | 58 | 83 | 17 | 4 | 1 | 34 | 33 | 35 | 13 | .243 | .317 | .325 | .642 | 3.7 |
| 1888 | 23 | PIT | 103 | 103 | 404 | 50 | 112 | 17 | 5 | 0 | 36 | 27 | 18 | 16 | .277 | .319 | .344 | .663 | 5.6 |
| 1889 | 24 | PIT | 104 | 104 | 422 | 77 | 113 | 25 | 3 | 6 | 56 | 16 | 31 | 11 | .268 | .321 | .384 | .705 | 6.8 |
| 1890 | 25 | PIT | 138 | 138 | 549 | 85 | 150 | 24 | 3 | 4 | 66 | 32 | 68 | 11 | .273 | .357 | .350 | .707 | 7.8 |
| 1891 | 26 | PIT | 135 | 135 | 548 | 80 | 156 | 19 | 6 | 4 | 57 | 35 | 59 | 26 | .285 | .357 | .363 | .720 | 7.8 |
| 1892 | 27 | PIT | 149 | 149 | 623 | 103 | 158 | 15 | 12 | 2 | 59 | 28 | 69 | 14 | .254 | .335 | .326 | .661 | 8.3 |
| 1893 | 28 | PIT | 41 | 41 | 154 | 23 | 28 | 6 | 1 | 0 | 17 | 3 | 17 | 8 | .182 | .284 | .234 | .518 | 0.4 |
| 1894 | 29 | STL | 127 | 127 | 481 | 93 | 163 | 9 | 11 | 8 | 86 | 17 | 58 | 9 | .339 | .414 | .453 | .867 | 8.1 |
| 1895 | 30 | STL | 121 | 121 | 490 | 81 | 143 | 15 | 4 | 5 | 74 | 18 | 25 | 12 | .292 | .334 | .369 | .703 | 6.3 |
| 1896 | 31 | Louisville Colonels | 98 | 98 | 324 | 54 | 89 | 17 | 4 | 1 | 33 | 16 | 27 | 9 | .275 | .334 | .361 | .695 | 3.5 |