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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1896 | 24 | STL | 81 | 81 | 296 | 42 | 78 | 6 | 4 | 1 | 28 | 18 | 35 | 15 | .264 | .351 | .321 | .672 | 2.9 |
| 1897 | 25 | STL | 125 | 125 | 516 | 77 | 170 | 15 | 3 | 6 | 50 | 12 | 52 | β | .329 | .403 | .405 | .808 | 8.6 |
| 1898 | 26 | PHI | 146 | 146 | 582 | 105 | 150 | 26 | 4 | 2 | 48 | 18 | 55 | β | .258 | .333 | .326 | .659 | 7.8 |
| 1899 | 27 | PHI | 77 | 77 | 275 | 26 | 70 | 6 | 6 | 0 | 27 | 7 | 10 | β | .255 | .296 | .320 | .616 | 1.9 |
| 1900 | 28 | PHI | 50 | 50 | 160 | 23 | 48 | 9 | 4 | 0 | 25 | 7 | 13 | β | .300 | .360 | .406 | .766 | 2.7 |
| 1901 | 29 | PHI | 51 | 51 | 173 | 14 | 56 | 6 | 1 | 0 | 23 | 10 | 11 | β | .324 | .371 | .370 | .741 | 2.6 |
| 1902 | 30 | PHI | 109 | 109 | 408 | 37 | 95 | 12 | 3 | 0 | 37 | 6 | 23 | β | .233 | .274 | .277 | .551 | 3 |
| 1903 | 31 | PHI | 105 | 105 | 377 | 43 | 96 | 5 | 4 | 1 | 36 | 6 | 28 | β | .255 | .308 | .297 | .605 | 4.5 |
| 1904 | 32 | PHI | 3 | 3 | 10 | 1 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | β | .300 | .364 | .300 | .664 | β |