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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1886 | 20 | Philadelphia Athletics | 137 | 137 | 522 | 56 | 118 | 17 | 5 | 2 | 47 | 19 | 21 | β | .226 | .256 | .289 | .545 | 5.2 |
| 1887 | 21 | Philadelphia Athletics | 126 | 126 | 530 | 74 | 144 | 19 | 7 | 1 | 82 | 40 | 13 | β | .272 | .289 | .340 | .629 | 5.9 |
| 1888 | 22 | Philadelphia Athletics | 134 | 134 | 535 | 83 | 143 | 20 | 9 | 0 | 80 | 34 | 25 | β | .267 | .301 | .338 | .639 | 8.5 |
| 1889 | 23 | Philadelphia Athletics | 130 | 130 | 549 | 80 | 167 | 27 | 7 | 7 | 105 | 17 | 29 | 30 | .304 | .344 | .417 | .761 | 10.2 |
| 1890 | 24 | Brooklyn Wonders | 133 | 133 | 589 | 128 | 180 | 31 | 11 | 7 | 99 | 16 | 40 | 15 | .306 | .350 | .431 | .781 | 11.3 |
| 1891 | 25 | PIT | 121 | 121 | 500 | 60 | 103 | 13 | 6 | 1 | 47 | 12 | 28 | 19 | .206 | .252 | .262 | .514 | 2.3 |
| 1892 | 26 | PIT | 152 | 152 | 649 | 81 | 153 | 20 | 9 | 8 | 65 | 11 | 25 | 29 | .236 | .264 | .331 | .595 | 8 |
| 1893 | 27 | PIT | 128 | 128 | 528 | 84 | 150 | 19 | 11 | 4 | 94 | 11 | 36 | 12 | .284 | .335 | .384 | .719 | 7.1 |
| 1894 | 28 | PIT | 130 | 130 | 525 | 86 | 159 | 19 | 13 | 3 | 107 | 19 | 26 | 9 | .303 | .337 | .406 | .743 | 5.9 |
| 1895 | 29 | PIT | 117 | 117 | 466 | 53 | 120 | 13 | 11 | 0 | 69 | 18 | 19 | 8 | .258 | .290 | .333 | .623 | 3.2 |
| 1896 | 30 | PIT | 59 | 59 | 258 | 33 | 74 | 10 | 6 | 0 | 39 | 7 | 5 | 7 | .287 | .300 | .372 | .672 | 2.5 |
| 1897 | 31 | STL | 12 | 12 | 46 | 1 | 10 | 0 | 0 | 0 | 1 | 2 | 0 | β | .217 | .217 | .217 | .434 | β |
| 1898 | 32 | STL | 4 | 4 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | β | .000 | .100 | .000 | .100 | β |