| 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 | Baltimore Orioles | NL | MLB | BLN | - | 24 | 2B-3B | 15 | 58 | 8 | 14 | 3 | 0 | 0 | 5 | 4 | 0 | 3 | 5 | 2 | 0 | 0 | 0 | 0 | 17 | 63 | 3 | 11 | .241 | .302 | .293 | .595 | .000 | .052 | .000 | 4.76 | 7.94 | 1.67 | 0.00 | |
| 1898 | Boston Beaneaters | NL | MLB | - | 26 | SS-2B | 10 | 30 | 5 | 5 | 2 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 30 | 2 | 3 | .167 | .167 | .233 | .400 | .000 | .066 | .000 | 0.00 | 0.00 | 0.00 | 0.00 | ||
| 1899 | Baltimore Orioles | NL | MLB | BLN | - | 27 | SS-2B | 136 | 523 | 96 | 172 | 22 | 16 | 3 | 73 | 33 | 0 | 16 | 0 | 16 | 8 | 0 | 0 | 0 | 235 | 563 | 41 | 131 | .329 | .368 | .449 | .817 | .000 | .120 | .000 | 2.84 | 0.00 | 0.00 | 174.33 | |
| 1900 | St. Louis Cardinals | NL | MLB | SLN | - | 28 | 2B | 126 | 497 | 78 | 149 | 26 | 10 | 1 | 72 | 32 | 0 | 25 | 0 | 11 | 6 | 0 | 0 | 0 | 198 | 539 | 37 | 112 | .300 | .347 | .398 | .745 | .000 | .098 | .000 | 4.64 | 0.00 | 0.00 | 497.00 | |
| 1901 | Baltimore Orioles | AL | MLB | BLA | - | 29 | SS | 115 | 442 | 78 | 145 | 20 | 21 | 2 | 93 | 24 | 0 | 18 | 0 | 8 | 4 | 0 | 0 | 0 | 213 | 472 | 43 | 102 | .328 | .365 | .482 | .847 | .000 | .154 | .000 | 3.81 | 0.00 | 0.00 | 221.00 | |
| 1902 | Washington Senators I | AL | MLB | WS1 | - | 30 | OF-2B | 119 | 483 | 82 | 145 | 33 | 9 | 9 | 90 | 27 | 0 | 14 | 0 | 7 | 11 | 0 | 0 | 0 | 223 | 515 | 51 | 94 | .300 | .329 | .462 | .791 | .000 | .162 | .000 | 2.72 | 0.00 | 0.00 | 53.67 | |
| 1903 | Philadelphia Phillies | NL | MLB | PHI | - | 31 | OF | 117 | 100 | 400 | 53 | 128 | 27 | 7 | 3 | 63 | 11 | 0 | 14 | 0 | 6 | 9 | 0 | 0 | 0 | 178 | 429 | 37 | 91 | .320 | .352 | .445 | .797 | .000 | .125 | .000 | 3.26 | 0.00 | 0.00 | 133.33 |
| Tot: | MLB (7 yrs) | MLB | 621 | 2433 | 400 | 758 | 133 | 63 | 18 | 400 | 131 | 0 | 90 | 5 | 50 | 38 | 0 | 0 | 0 | 1071 | 2611 | 214 | 544 | .312 | .349 | .440 | .789 | .219 | .129 | .307 | 3.45 | 0.19 | 0.06 | 135.17 | ||||||
| Tot: | AL (2 yrs) | AL | 234 | 925 | 160 | 290 | 53 | 30 | 11 | 183 | 51 | 0 | 32 | 0 | 15 | 15 | 0 | 0 | 0 | 436 | 987 | 94 | 196 | .314 | .347 | .471 | .818 | .248 | .158 | .305 | 3.24 | 0.00 | 0.00 | 84.09 | ||||||
| Tot: | NL (5 yrs) | NL | 387 | 1508 | 240 | 468 | 80 | 33 | 7 | 217 | 80 | 0 | 58 | 5 | 35 | 23 | 0 | 0 | 0 | 635 | 1624 | 120 | 348 | .310 | .350 | .421 | .771 | .202 | .111 | .308 | 3.57 | 0.31 | 0.09 | 215.43 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 75 | 79 | 39 | 79 | 78 | 71 | 68 | 64 | .537 |