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 | 21 | CHC | 53 | 53 | 147 | 32 | 41 | 4 | 3 | 1 | 14 | 7 | 7 | β | .279 | .338 | .367 | .705 | 2.7 |
| 1899 | 22 | CHC | 64 | 64 | 192 | 37 | 55 | 6 | 2 | 1 | 22 | 10 | 15 | β | .286 | .351 | .354 | .705 | 2.9 |
| 1900 | 23 | CHC | 56 | 56 | 149 | 26 | 44 | 9 | 3 | 0 | 13 | 8 | 15 | β | .295 | .413 | .396 | .809 | 2.7 |
| 1901 | 24 | CHC | 69 | 69 | 241 | 38 | 67 | 12 | 4 | 0 | 36 | 27 | 29 | β | .278 | .376 | .361 | .737 | 4.3 |
| 1902 | 25 | CHC | 76 | 76 | 240 | 39 | 69 | 9 | 4 | 1 | 31 | 27 | 35 | β | .288 | .396 | .371 | .767 | 5.2 |
| 1903 | 26 | CHC | 125 | 125 | 441 | 83 | 144 | 24 | 10 | 2 | 81 | 67 | 78 | β | .327 | .439 | .440 | .879 | 13 |
| 1904 | 27 | CHC | 124 | 124 | 451 | 89 | 140 | 16 | 10 | 6 | 49 | 42 | 36 | β | .310 | .382 | .430 | .812 | 14 |
| 1905 | 28 | CHC | 118 | 118 | 392 | 92 | 124 | 16 | 12 | 2 | 70 | 38 | 78 | β | .316 | .450 | .434 | .884 | 13.5 |
| 1906 | 29 | CHC | 136 | 136 | 474 | 103 | 151 | 24 | 10 | 3 | 71 | 57 | 70 | β | .319 | .419 | .430 | .849 | 16.1 |
| 1907 | 30 | CHC | 111 | 111 | 382 | 58 | 112 | 19 | 2 | 1 | 49 | 35 | 51 | β | .293 | .395 | .361 | .756 | 10.4 |
| 1908 | 31 | CHC | 130 | 130 | 452 | 65 | 123 | 27 | 4 | 2 | 55 | 27 | 37 | β | .272 | .338 | .363 | .701 | 11.2 |
| 1909 | 32 | CHC | 93 | 93 | 324 | 53 | 88 | 16 | 4 | 0 | 46 | 29 | 30 | β | .272 | .341 | .346 | .687 | 7.3 |
| 1910 | 33 | CHC | 89 | 89 | 295 | 54 | 88 | 12 | 8 | 0 | 36 | 16 | 37 | 15 | .298 | .395 | .393 | .788 | 6.9 |
| 1911 | 34 | CHC | 31 | 31 | 88 | 23 | 21 | 6 | 3 | 1 | 17 | 9 | 25 | 13 | .239 | .432 | .409 | .841 | 2.7 |
| 1912 | 35 | CHC | 2 | 2 | 5 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | .200 | .500 | .200 | .700 | β |
| 1913 | 36 | NYY | 12 | 12 | 24 | 3 | 5 | 0 | 0 | 0 | 6 | 1 | 8 | 1 | .208 | .406 | .208 | .614 | β |
| 1914 | 37 | NYY | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | .000 | .000 | .000 | .000 | β |