| 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 | Brooklyn Bridegrooms | NL | MLB | BRO | - | 23 | SS | 93 | 343 | 35 | 77 | 7 | 0 | 1 | 39 | 7 | 0 | 30 | 0 | 3 | 1 | 0 | 0 | 0 | 87 | 377 | 8 | 69 | .224 | .293 | .254 | .547 | .000 | .030 | .000 | 7.96 | 0.00 | 0.00 | 343.00 | |
| 1899 | Baltimore Orioles | NL | MLB | BLN | - | 24 | SS | 62 | 207 | 26 | 53 | 8 | 3 | 0 | 31 | 7 | 0 | 26 | 0 | 5 | 5 | 0 | 0 | 0 | 67 | 243 | 11 | 42 | .256 | .353 | .324 | .677 | .000 | .068 | .000 | 10.70 | 0.00 | 0.00 | 0.00 | |
| 1899 | Chicago Orphans | NL | MLB | CHN | - | 24 | SS | 59 | 189 | 24 | 43 | 5 | 1 | 0 | 21 | 5 | 0 | 24 | 0 | 6 | 13 | 0 | 0 | 0 | 50 | 232 | 6 | 37 | .228 | .333 | .265 | .598 | .000 | .037 | .000 | 10.34 | 0.00 | 0.00 | 0.00 | |
| 1901 | Cincinnati Reds | NL | MLB | CIN | - | 26 | SS | 127 | 460 | 47 | 116 | 16 | 7 | 1 | 53 | 15 | 0 | 52 | 0 | 2 | 8 | 0 | 0 | 0 | 149 | 522 | 24 | 92 | .252 | .331 | .324 | .655 | .000 | .072 | .000 | 9.96 | 0.00 | 0.00 | 460.00 | |
| 1902 | Cincinnati Reds | NL | MLB | CIN | - | 27 | 2B | 45 | 162 | 29 | 44 | 9 | 2 | 0 | 23 | 7 | 0 | 13 | 0 | 5 | 9 | 0 | 0 | 0 | 57 | 189 | 11 | 33 | .272 | .344 | .352 | .696 | .000 | .080 | .000 | 6.88 | 0.00 | 0.00 | 0.00 | |
| 1903 | Cincinnati Reds | NL | MLB | CIN | - | 28 | 2B | 89 | 42 | 139 | 6 | 30 | 6 | 0 | 0 | 9 | 2 | 0 | 19 | 0 | 1 | 5 | 0 | 0 | 0 | 36 | 164 | 6 | 24 | .216 | .314 | .259 | .573 | .000 | .043 | .000 | 11.59 | 0.00 | 0.00 | 0.00 |
| 1903 | Chicago White Sox | AL | MLB | CHA | - | 28 | 2B | 89 | 94 | 334 | 32 | 76 | 11 | 3 | 0 | 25 | 4 | 0 | 30 | 0 | 6 | 7 | 0 | 0 | 0 | 93 | 377 | 14 | 62 | .228 | .303 | .278 | .581 | .000 | .050 | .000 | 7.96 | 0.00 | 0.00 | 0.00 |
| Tot: | MLB (5 yrs) | MLB | 522 | 1834 | 199 | 439 | 62 | 16 | 2 | 201 | 47 | 0 | 194 | 0 | 28 | 48 | 0 | 0 | 0 | 539 | 2104 | 80 | 359 | .239 | .321 | .294 | .615 | .186 | .055 | .239 | 9.22 | 0.00 | 0.00 | 917.00 | ||||||
| Tot: | AL (1 yrs) | AL | 94 | 334 | 32 | 76 | 11 | 3 | 0 | 25 | 4 | 0 | 30 | 0 | 6 | 7 | 0 | 0 | 0 | 93 | 377 | 14 | 62 | .228 | .303 | .278 | .581 | .153 | .051 | .228 | 7.96 | 0.00 | 0.00 | |||||||
| Tot: | NL (5 yrs) | NL | 428 | 1500 | 167 | 363 | 51 | 13 | 2 | 176 | 43 | 0 | 164 | 0 | 22 | 41 | 0 | 0 | 0 | 446 | 1727 | 66 | 297 | .242 | .326 | .297 | .623 | .193 | .055 | .241 | 9.50 | 0.00 | 0.00 | 750.00 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 49 | 43 | 43 | 45 | 55 | 32 | 44 | 74 | .473 |