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 | 23 | Detroit Wolverines | 8 | 8 | 29 | 0 | 2 | 1 | 0 | 0 | 0 | β | 1 | 14 | .069 | β | .103 | β | β |
| 1886 | 25 | New York Metropolitans | 6 | 6 | 19 | 1 | 3 | 0 | 0 | 0 | 1 | 0 | 1 | β | .158 | .238 | .158 | .396 | β |
| 1887 | 26 | Cleveland Spiders | 14 | 14 | 52 | 9 | 12 | 5 | 0 | 0 | 4 | 1 | 4 | β | .231 | .298 | .327 | .625 | β |
| 1888 | 27 | Cleveland Spiders | 65 | 65 | 212 | 27 | 51 | 11 | 4 | 0 | 22 | 15 | 18 | β | .241 | .312 | .330 | .642 | 2.9 |
| 1889 | 28 | Cleveland Spiders | 84 | 84 | 259 | 47 | 67 | 9 | 9 | 1 | 21 | 14 | 44 | 35 | .259 | .368 | .375 | .743 | 3.6 |
| 1890 | 29 | Cleveland Spiders | 125 | 125 | 444 | 54 | 95 | 16 | 6 | 2 | 57 | 15 | 46 | 54 | .214 | .303 | .291 | .594 | 4 |
| 1891 | 30 | Cleveland Spiders | 116 | 116 | 440 | 55 | 112 | 21 | 4 | 3 | 69 | 15 | 33 | 49 | .255 | .312 | .341 | .653 | 5.5 |
| 1892 | 31 | Cleveland Spiders | 111 | 111 | 413 | 63 | 109 | 29 | 13 | 1 | 64 | 18 | 32 | 47 | .264 | .327 | .404 | .731 | 7 |
| 1893 | 32 | Cleveland Spiders | 57 | 57 | 227 | 27 | 70 | 13 | 7 | 2 | 41 | 4 | 16 | 15 | .308 | .357 | .454 | .811 | 3.5 |
| 1894 | 33 | Cleveland Spiders | 90 | 90 | 341 | 55 | 97 | 20 | 5 | 4 | 65 | 14 | 17 | 31 | .284 | .328 | .408 | .736 | 3.9 |
| 1895 | 34 | Cleveland Spiders | 88 | 88 | 315 | 60 | 107 | 21 | 2 | 5 | 56 | 14 | 33 | 30 | .340 | .417 | .467 | .884 | 6.6 |
| 1896 | 35 | Cleveland Spiders | 91 | 91 | 336 | 46 | 93 | 18 | 3 | 3 | 46 | 4 | 31 | 48 | .277 | .354 | .375 | .729 | 4.5 |
| 1897 | 36 | Cleveland Spiders | 80 | 80 | 294 | 50 | 93 | 22 | 3 | 0 | 40 | 8 | 25 | β | .316 | .378 | .412 | .790 | 4.2 |
| 1898 | 37 | Cleveland Spiders | 20 | 20 | 63 | 5 | 15 | 2 | 0 | 0 | 4 | 2 | 5 | β | .238 | .304 | .270 | .574 | β |
| 1899 | 38 | Cleveland Spiders | 20 | 20 | 73 | 9 | 25 | 2 | 1 | 2 | 14 | 1 | 5 | β | .342 | .407 | .479 | .886 | 4.3 |
| 1899 | 38 | Louisville Colonels | 75 | 75 | 262 | 43 | 78 | 11 | 3 | 2 | 29 | 9 | 22 | β | .298 | .370 | .385 | .755 | 4.3 |
| 1900 | 39 | PIT | 82 | 82 | 271 | 27 | 80 | 7 | 10 | 0 | 35 | 4 | 17 | β | .295 | .361 | .395 | .756 | 3.7 |
| 1901 | 40 | PIT | 69 | 69 | 236 | 17 | 52 | 7 | 3 | 0 | 21 | 6 | 20 | β | .220 | .292 | .275 | .567 | 1.4 |
| 1902 | 41 | PIT | 42 | 42 | 142 | 13 | 38 | 4 | 2 | 0 | 17 | 4 | 11 | β | .268 | .338 | .324 | .662 | 1.8 |
| 1903 | 42 | PHI | 38 | 38 | 118 | 9 | 26 | 3 | 1 | 1 | 19 | 3 | 9 | β | .220 | .292 | .288 | .580 | 1.7 |