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 | 22 | Philadelphia Athletics | 87 | 87 | 342 | 57 | 69 | 11 | 3 | 1 | 30 | 33 | 21 | β | .202 | .254 | .260 | .514 | 3.8 |
| 1887 | 23 | Philadelphia Athletics | 68 | 68 | 264 | 28 | 60 | 6 | 2 | 1 | 24 | 15 | 14 | β | .227 | .269 | .277 | .546 | 1.7 |
| 1888 | 24 | Philadelphia Athletics | 66 | 66 | 254 | 32 | 62 | 7 | 2 | 1 | 31 | 11 | 9 | β | .244 | .270 | .299 | .569 | 3.2 |
| 1889 | 25 | Philadelphia Athletics | 69 | 69 | 264 | 31 | 61 | 13 | 2 | 0 | 28 | 9 | 6 | 34 | .231 | .251 | .295 | .546 | 1.6 |
| 1890 | 26 | Baltimore Orioles | 14 | 14 | 48 | 7 | 13 | 1 | 0 | 0 | 4 | 1 | 3 | β | .271 | .314 | .292 | .606 | 3.8 |
| 1890 | 26 | Philadelphia Athletics | 82 | 82 | 329 | 32 | 78 | 13 | 4 | 4 | 42 | 20 | 16 | β | .237 | .279 | .337 | .616 | 3.8 |
| 1891 | 27 | Baltimore Orioles | 93 | 93 | 334 | 25 | 72 | 8 | 5 | 2 | 46 | 18 | 16 | 37 | .216 | .251 | .287 | .538 | 2.1 |
| 1892 | 28 | Baltimore Orioles | 90 | 90 | 330 | 36 | 88 | 14 | 4 | 2 | 57 | 5 | 15 | 35 | .267 | .303 | .352 | .655 | 5 |
| 1893 | 29 | Baltimore Orioles | 95 | 95 | 359 | 49 | 120 | 21 | 3 | 3 | 57 | 17 | 26 | 22 | .334 | .382 | .435 | .817 | 5.9 |
| 1894 | 30 | Baltimore Orioles | 109 | 109 | 414 | 69 | 146 | 21 | 4 | 1 | 98 | 12 | 46 | 18 | .353 | .421 | .430 | .851 | 6.1 |
| 1895 | 31 | Baltimore Orioles | 77 | 77 | 282 | 38 | 74 | 19 | 1 | 0 | 48 | 11 | 12 | 19 | .262 | .295 | .337 | .632 | 2.2 |
| 1896 | 32 | Baltimore Orioles | 67 | 67 | 245 | 43 | 85 | 9 | 6 | 2 | 38 | 9 | 14 | 13 | .347 | .385 | .457 | .842 | 4.7 |
| 1897 | 33 | Baltimore Orioles | 48 | 48 | 181 | 25 | 57 | 9 | 0 | 0 | 23 | 0 | 8 | β | .315 | .347 | .365 | .712 | 1.9 |
| 1898 | 34 | Baltimore Orioles | 79 | 79 | 289 | 29 | 80 | 12 | 2 | 0 | 38 | 3 | 16 | β | .277 | .317 | .332 | .649 | 3.2 |
| 1899 | 35 | Baltimore Orioles | 108 | 108 | 356 | 40 | 101 | 15 | 2 | 0 | 47 | 5 | 31 | β | .284 | .344 | .337 | .681 | 3.9 |
| 1900 | 36 | STL | 60 | 60 | 210 | 26 | 52 | 5 | 1 | 0 | 28 | 7 | 11 | β | .248 | .291 | .281 | .572 | 1.6 |
| 1901 | 37 | Baltimore Orioles | 68 | 68 | 239 | 32 | 72 | 12 | 3 | 0 | 26 | 9 | 10 | β | .301 | .335 | .377 | .712 | 3.2 |
| 1902 | 38 | Baltimore Orioles | 91 | 91 | 335 | 38 | 98 | 16 | 7 | 1 | 57 | 11 | 12 | β | .293 | .321 | .391 | .712 | 5.8 |