| year | team name | league | level | mlb | # | age | pos | tbc+ | g | ab | r | h | 2b | 3b | hr | rbi | sb | cs | bb | so | hbp | sh | sf | ibb | gdp | tb | pa | xbh | 1b | avg | obp | slg | ops | seca | iso | babip | bb% | so% | so/bb | ab/hr |
| 1898 | Chicago Orphans | NL | MLB | CHN | - | 21 | OF | 47 | 188 | 26 | 59 | 4 | 3 | 4 | 27 | 12 | 0 | 7 | 0 | 1 | 3 | 0 | 0 | 0 | 81 | 199 | 11 | 48 | .314 | .342 | .431 | .773 | .000 | .117 | .000 | 3.52 | 0.00 | 0.00 | 47.00 | |
| 1899 | Chicago Orphans | NL | MLB | CHN | - | 22 | OF | 117 | 475 | 90 | 140 | 12 | 11 | 6 | 56 | 18 | 0 | 35 | 0 | 7 | 8 | 0 | 0 | 0 | 192 | 525 | 29 | 111 | .295 | .352 | .404 | .756 | .000 | .109 | .000 | 6.67 | 0.00 | 0.00 | 79.17 | |
| 1900 | Chicago Orphans | NL | MLB | CHN | - | 23 | OF | 103 | 389 | 63 | 116 | 21 | 5 | 5 | 49 | 28 | 0 | 17 | 0 | 7 | 6 | 0 | 0 | 0 | 162 | 419 | 31 | 85 | .298 | .339 | .416 | .755 | .000 | .118 | .000 | 4.06 | 0.00 | 0.00 | 77.80 | |
| 1901 | Chicago Orphans | NL | MLB | CHN | - | 24 | OF | 133 | 537 | 82 | 168 | 16 | 12 | 6 | 61 | 31 | 0 | 40 | 0 | 3 | 6 | 0 | 0 | 0 | 226 | 586 | 34 | 134 | .313 | .364 | .421 | .785 | .000 | .108 | .000 | 6.83 | 0.00 | 0.00 | 89.50 | |
| 1902 | Chicago White Sox | AL | MLB | CHA | - | 25 | OF | 129 | 481 | 77 | 150 | 16 | 11 | 0 | 62 | 35 | 0 | 53 | 0 | 7 | 24 | 0 | 0 | 0 | 188 | 565 | 27 | 123 | .312 | .388 | .391 | .779 | .000 | .079 | .000 | 9.38 | 0.00 | 0.00 | 0.00 | |
| 1903 | Chicago White Sox | AL | MLB | CHA | - | 26 | OF | 120 | 135 | 499 | 75 | 154 | 26 | 7 | 6 | 62 | 29 | 0 | 47 | 0 | 6 | 16 | 0 | 0 | 0 | 212 | 568 | 39 | 115 | .309 | .375 | .425 | .800 | .000 | .116 | .000 | 8.27 | 0.00 | 0.00 | 83.17 |
| 1904 | Chicago White Sox | AL | MLB | CHA | - | 27 | OF | 114 | 147 | 536 | 83 | 142 | 16 | 10 | 2 | 62 | 28 | 0 | 63 | 0 | 9 | 14 | 0 | 0 | 0 | 184 | 622 | 28 | 114 | .265 | .352 | .343 | .695 | .000 | .078 | .000 | 10.13 | 0.00 | 0.00 | 268.00 |
| 1905 | Chicago White Sox | AL | MLB | CHA | - | 28 | OF | 105 | 112 | 379 | 56 | 92 | 13 | 6 | 0 | 44 | 11 | 0 | 53 | 0 | 6 | 16 | 0 | 0 | 0 | 117 | 454 | 19 | 73 | .243 | .345 | .309 | .654 | .000 | .066 | .000 | 11.67 | 0.00 | 0.00 | 0.00 |
| Tot: | MLB (8 yrs) | MLB | 923 | 3484 | 552 | 1021 | 124 | 65 | 29 | 423 | 192 | 0 | 315 | 0 | 46 | 93 | 0 | 0 | 0 | 1362 | 3938 | 218 | 803 | .293 | .359 | .391 | .750 | .243 | .098 | .287 | 8.00 | 0.00 | 0.00 | 120.14 | ||||||
| Tot: | AL (4 yrs) | AL | 523 | 1895 | 291 | 538 | 71 | 34 | 8 | 230 | 103 | 0 | 216 | 0 | 28 | 70 | 0 | 0 | 0 | 701 | 2209 | 113 | 425 | .284 | .366 | .370 | .736 | .254 | .086 | .281 | 9.78 | 0.00 | 0.00 | 236.88 | ||||||
| Tot: | NL (4 yrs) | NL | 400 | 1589 | 261 | 483 | 53 | 31 | 21 | 193 | 89 | 0 | 99 | 0 | 18 | 23 | 0 | 0 | 0 | 661 | 1729 | 105 | 378 | .304 | .352 | .416 | .768 | .230 | .112 | .295 | 5.73 | 0.00 | 0.00 | 75.67 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 79 | 75 | 60 | 58 | 69 | 62 | 80 | 80 | .514 |