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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1898 | 20 | Louisville Colonels | 3 | 3 | 10 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | β | .100 | .100 | .100 | .200 | β |
| 1899 | 21 | Louisville Colonels | 106 | 106 | 406 | 75 | 117 | 10 | 6 | 5 | 57 | 19 | 37 | β | .288 | .349 | .379 | .728 | 7.4 |
| 1900 | 22 | PIT | 51 | 51 | 160 | 20 | 34 | 1 | 2 | 1 | 16 | 8 | 21 | β | .213 | .304 | .263 | .567 | 1.2 |
| 1901 | 23 | PIT | 98 | 98 | 374 | 64 | 114 | 12 | 13 | 2 | 44 | 16 | 20 | β | .305 | .347 | .422 | .769 | 6.6 |
| 1902 | 24 | PIT | 135 | 135 | 514 | 97 | 143 | 14 | 22 | 6 | 85 | 25 | 45 | β | .278 | .341 | .426 | .767 | 12 |
| 1903 | 25 | PIT | 127 | 127 | 507 | 97 | 151 | 16 | 17 | 7 | 87 | 22 | 40 | β | .298 | .352 | .438 | .790 | 13.5 |
| 1904 | 26 | PIT | 146 | 146 | 579 | 92 | 149 | 15 | 12 | 2 | 56 | 23 | 45 | β | .257 | .316 | .335 | .651 | 10.2 |
| 1905 | 27 | PIT | 131 | 131 | 499 | 71 | 128 | 10 | 14 | 2 | 53 | 17 | 37 | β | .257 | .309 | .345 | .654 | 8.5 |
| 1906 | 28 | PIT | 133 | 133 | 476 | 66 | 136 | 10 | 7 | 1 | 39 | 21 | 33 | β | .286 | .333 | .342 | .675 | 8.8 |
| 1907 | 29 | PIT | 149 | 149 | 547 | 102 | 166 | 19 | 12 | 4 | 43 | 43 | 40 | β | .303 | .352 | .404 | .756 | 15.3 |
| 1908 | 30 | PIT | 152 | 152 | 583 | 93 | 151 | 24 | 16 | 5 | 41 | 24 | 54 | β | .259 | .324 | .381 | .705 | 13.9 |
| 1909 | 31 | PIT | 151 | 151 | 587 | 126 | 153 | 29 | 8 | 6 | 43 | 27 | 66 | β | .261 | .337 | .368 | .705 | 15 |
| 1910 | 32 | PIT | 135 | 135 | 529 | 83 | 143 | 24 | 5 | 4 | 52 | 18 | 38 | 62 | .270 | .319 | .357 | .676 | 10.4 |
| 1911 | 33 | PIT | 108 | 108 | 386 | 60 | 92 | 12 | 6 | 3 | 43 | 19 | 46 | 50 | .238 | .323 | .324 | .647 | 6.1 |
| 1912 | 34 | PIT | 28 | 28 | 97 | 24 | 29 | 4 | 2 | 0 | 19 | 6 | 12 | 9 | .299 | .376 | .381 | .757 | 5.3 |
| 1912 | 34 | CHC | 82 | 82 | 265 | 50 | 64 | 10 | 3 | 2 | 32 | 14 | 55 | 20 | .242 | .378 | .325 | .703 | 5.3 |
| 1913 | 35 | CHC | 131 | 131 | 456 | 99 | 131 | 23 | 10 | 6 | 32 | 21 | 77 | 44 | .287 | .391 | .421 | .812 | 11.9 |
| 1914 | 36 | CHC | 153 | 153 | 577 | 80 | 152 | 24 | 9 | 7 | 46 | 16 | 79 | 50 | .263 | .353 | .373 | .726 | 11.9 |
| 1915 | 37 | CIN | 107 | 107 | 335 | 42 | 75 | 7 | 5 | 0 | 17 | 20 | 56 | 38 | .224 | .338 | .275 | .613 | 4.6 |
| 1918 | 40 | PIT | 30 | 30 | 72 | 14 | 14 | 2 | 3 | 0 | 5 | 2 | 19 | 5 | .194 | .363 | .306 | .669 | 1.5 |
Wore 3 distinct franchise crests across 19 seasons (1900β1918) β a true nomad. The crest trail: