| 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 |
| 1895 | Chicago Colts | NL | MLB | CHN | - | 26 | 3B | 133 | 550 | 129 | 197 | 16 | 10 | 3 | 88 | 47 | 0 | 33 | 42 | 4 | 9 | 0 | 0 | 0 | 242 | 596 | 29 | 168 | .358 | .399 | .440 | .839 | .000 | .082 | .000 | 5.54 | 7.05 | 1.27 | 183.33 | |
| 1896 | Chicago Colts | NL | MLB | CHN | - | 27 | 3B | 132 | 575 | 130 | 184 | 16 | 13 | 2 | 46 | 46 | 0 | 41 | 43 | 2 | 7 | 0 | 0 | 0 | 232 | 625 | 31 | 153 | .320 | .367 | .403 | .770 | .000 | .083 | .000 | 6.56 | 6.88 | 1.05 | 287.50 | |
| 1897 | Chicago Colts | NL | MLB | CHN | - | 28 | 3B | 92 | 379 | 63 | 119 | 14 | 7 | 5 | 39 | 26 | 0 | 36 | 0 | 0 | 11 | 0 | 0 | 0 | 162 | 426 | 26 | 93 | .314 | .373 | .427 | .800 | .000 | .113 | .000 | 8.45 | 0.00 | 0.00 | 75.80 | |
| 1898 | Chicago Orphans | NL | MLB | CHN | - | 29 | 1B | 149 | 596 | 102 | 190 | 15 | 6 | 0 | 69 | 28 | 0 | 53 | 0 | 3 | 9 | 0 | 0 | 0 | 217 | 661 | 21 | 169 | .319 | .377 | .364 | .741 | .000 | .045 | .000 | 8.02 | 0.00 | 0.00 | 0.00 | |
| 1899 | Chicago Orphans | NL | MLB | CHN | - | 30 | 1B | 136 | 536 | 87 | 166 | 17 | 5 | 1 | 74 | 30 | 0 | 31 | 0 | 3 | 14 | 0 | 0 | 0 | 196 | 584 | 23 | 143 | .310 | .351 | .366 | .717 | .000 | .056 | .000 | 5.31 | 0.00 | 0.00 | 536.00 | |
| 1900 | Chicago Orphans | NL | MLB | CHN | - | 31 | 1B | 23 | 91 | 10 | 24 | 4 | 0 | 0 | 17 | 2 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 28 | 95 | 4 | 20 | .264 | .287 | .308 | .595 | .000 | .044 | .000 | 3.16 | 0.00 | 0.00 | 0.00 | |
| 1901 | Washington Senators I | AL | MLB | WS1 | - | 32 | 1B | 33 | 115 | 14 | 22 | 3 | 2 | 0 | 8 | 7 | 0 | 15 | 0 | 3 | 4 | 0 | 0 | 0 | 29 | 137 | 5 | 17 | .191 | .301 | .252 | .553 | .000 | .061 | .000 | 10.95 | 0.00 | 0.00 | 0.00 | |
| Tot: | MLB (7 yrs) | MLB | 698 | 2842 | 535 | 902 | 85 | 43 | 11 | 341 | 186 | 0 | 212 | 85 | 15 | 55 | 0 | 0 | 0 | 1106 | 3124 | 139 | 763 | .317 | .368 | .389 | .757 | .212 | .072 | .324 | 6.79 | 2.72 | 0.40 | 258.36 | ||||||
| Tot: | AL (1 yrs) | AL | 33 | 115 | 14 | 22 | 3 | 2 | 0 | 8 | 7 | 0 | 15 | 0 | 3 | 4 | 0 | 0 | 0 | 29 | 137 | 5 | 17 | .191 | .301 | .252 | .553 | .252 | .061 | .191 | 10.95 | 0.00 | 0.00 | |||||||
| Tot: | NL (6 yrs) | NL | 665 | 2727 | 521 | 880 | 82 | 41 | 11 | 333 | 179 | 0 | 197 | 85 | 12 | 51 | 0 | 0 | 0 | 1077 | 2987 | 134 | 746 | .323 | .371 | .395 | .766 | .210 | .072 | .330 | 6.60 | 2.85 | 0.43 | 247.91 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 78 | 43 | 45 | 37 | 51 | 61 | 71 | 73 | .508 |