| 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 |
| 1896 | Louisville Colonels | NL | MLB | LS2 | - | 20 | C-OF | 107 | 402 | 65 | 112 | 18 | 7 | 3 | 37 | 21 | 0 | 17 | 34 | 6 | 2 | 0 | 0 | 0 | 153 | 427 | 28 | 84 | .279 | .318 | .381 | .699 | .000 | .102 | .000 | 3.98 | 7.96 | 2.00 | 134.00 | |
| 1897 | Louisville Colonels | NL | MLB | LS2 | - | 21 | OF-C | 76 | 257 | 43 | 72 | 12 | 5 | 2 | 46 | 12 | 0 | 21 | 0 | 3 | 2 | 0 | 0 | 0 | 100 | 283 | 19 | 53 | .280 | .342 | .389 | .731 | .000 | .109 | .000 | 7.42 | 0.00 | 0.00 | 128.50 | |
| 1898 | Louisville Colonels | NL | MLB | LS2 | - | 22 | OF | 112 | 421 | 76 | 132 | 13 | 5 | 1 | 66 | 44 | 0 | 26 | 0 | 7 | 13 | 0 | 0 | 0 | 158 | 467 | 19 | 113 | .314 | .363 | .375 | .738 | .000 | .061 | .000 | 5.57 | 0.00 | 0.00 | 421.00 | |
| 1899 | Louisville Colonels | NL | MLB | LS2 | - | 23 | OF | 80 | 295 | 47 | 76 | 7 | 1 | 1 | 33 | 21 | 0 | 21 | 0 | 5 | 20 | 0 | 0 | 0 | 88 | 341 | 9 | 67 | .258 | .318 | .298 | .616 | .000 | .040 | .000 | 6.16 | 0.00 | 0.00 | 295.00 | |
| 1900 | Chicago Orphans | NL | MLB | CHN | - | 24 | C-OF | 40 | 125 | 7 | 25 | 5 | 0 | 2 | 20 | 2 | 0 | 1 | 0 | 1 | 3 | 0 | 0 | 0 | 36 | 130 | 7 | 18 | .200 | .213 | .288 | .501 | .000 | .088 | .000 | 0.77 | 0.00 | 0.00 | 62.50 | |
| 1901 | Chicago Orphans | NL | MLB | CHN | - | 25 | 1B | 116 | 460 | 46 | 123 | 9 | 5 | 1 | 66 | 22 | 0 | 16 | 0 | 7 | 5 | 0 | 0 | 0 | 145 | 488 | 15 | 108 | .267 | .302 | .315 | .617 | .000 | .048 | .000 | 3.28 | 0.00 | 0.00 | 460.00 | |
| 1902 | Chicago Cubs | NL | MLB | CHN | - | 26 | 3B-1B | 69 | 266 | 30 | 60 | 12 | 0 | 2 | 26 | 13 | 0 | 19 | 0 | 5 | 15 | 0 | 0 | 0 | 78 | 305 | 14 | 46 | .226 | .290 | .293 | .583 | .000 | .067 | .000 | 6.23 | 0.00 | 0.00 | 133.00 | |
| 1902 | Boston Beaneaters | NL | MLB | - | 26 | SS-2B | 48 | 183 | 33 | 47 | 3 | 0 | 1 | 18 | 16 | 0 | 16 | 0 | 2 | 6 | 0 | 0 | 0 | 53 | 207 | 4 | 43 | .257 | .323 | .290 | .613 | .000 | .033 | .000 | 7.73 | 0.00 | 0.00 | 183.00 | ||
| 1903 | Boston Beaneaters | NL | MLB | - | 27 | OF | 96 | 123 | 457 | 82 | 102 | 15 | 1 | 3 | 34 | 32 | 0 | 61 | 0 | 6 | 12 | 0 | 0 | 0 | 128 | 536 | 19 | 83 | .223 | .323 | .280 | .603 | .000 | .057 | .000 | 11.38 | 0.00 | 0.00 | 152.33 | |
| Tot: | MLB (8 yrs) | MLB | 771 | 2866 | 429 | 749 | 94 | 24 | 16 | 346 | 183 | 0 | 198 | 34 | 42 | 78 | 0 | 0 | 0 | 939 | 3184 | 134 | 615 | .261 | .318 | .328 | .646 | .199 | .066 | .260 | 6.22 | 1.07 | 0.17 | 179.13 | ||||||
| Tot: | NL (8 yrs) | NL | 771 | 2866 | 429 | 749 | 94 | 24 | 16 | 346 | 183 | 0 | 198 | 34 | 42 | 78 | 0 | 0 | 0 | 939 | 3184 | 134 | 615 | .261 | .318 | .328 | .646 | .199 | .066 | .260 | 6.22 | 1.07 | 0.17 | 179.13 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 82 | 51 | 41 | 48 | 62 | 61 | 51 | 69 | .440 |