| 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 |
| 1894 | Pittsburgh Alleghenys | NL | MLB | PIT | - | 21 | SS | 2 | 8 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 2 | 9 | 0 | 2 | .250 | .333 | .250 | .583 | .000 | .000 | .000 | 11.11 | 44.44 | 4.00 | 0.00 | |
| 1895 | Washington Nationals | NL | MLB | WSN | - | 22 | SS | 12 | 46 | 7 | 10 | 1 | 3 | 0 | 9 | 5 | 0 | 3 | 4 | 0 | 0 | 0 | 0 | 0 | 17 | 49 | 4 | 6 | .217 | .265 | .370 | .635 | .000 | .153 | .000 | 6.12 | 8.16 | 1.33 | 0.00 | |
| 1896 | Washington Nationals | NL | MLB | WSN | - | 23 | SS | 133 | 533 | 94 | 183 | 24 | 5 | 8 | 77 | 28 | 0 | 29 | 27 | 3 | 16 | 0 | 0 | 0 | 241 | 581 | 37 | 146 | .343 | .381 | .452 | .833 | .000 | .109 | .000 | 4.99 | 4.65 | 0.93 | 66.63 | |
| 1897 | Washington Nationals | NL | MLB | WSN | - | 24 | SS | 133 | 566 | 92 | 193 | 27 | 8 | 3 | 93 | 30 | 0 | 21 | 0 | 1 | 14 | 0 | 0 | 0 | 245 | 602 | 38 | 155 | .341 | .366 | .433 | .799 | .000 | .092 | .000 | 3.49 | 0.00 | 0.00 | 188.67 | |
| 1898 | Baltimore Orioles | NL | MLB | BLN | - | 25 | 2B | 151 | 567 | 93 | 186 | 19 | 2 | 0 | 86 | 49 | 0 | 52 | 0 | 10 | 12 | 0 | 0 | 0 | 209 | 641 | 21 | 165 | .328 | .394 | .369 | .763 | .000 | .041 | .000 | 8.11 | 0.00 | 0.00 | 0.00 | |
| 1899 | Baltimore Orioles | NL | MLB | BLN | - | 26 | 2B | 60 | 240 | 40 | 67 | 13 | 4 | 1 | 36 | 21 | 0 | 10 | 0 | 2 | 5 | 0 | 0 | 0 | 91 | 257 | 18 | 49 | .279 | .313 | .379 | .692 | .000 | .100 | .000 | 3.89 | 0.00 | 0.00 | 240.00 | |
| 1899 | Chicago Orphans | NL | MLB | CHN | - | 26 | SS | 82 | 310 | 43 | 87 | 6 | 3 | 0 | 40 | 26 | 0 | 17 | 0 | 5 | 14 | 0 | 0 | 0 | 99 | 346 | 9 | 78 | .281 | .328 | .319 | .647 | .000 | .038 | .000 | 4.91 | 0.00 | 0.00 | 0.00 | |
| 1900 | Brooklyn Superbas | NL | MLB | - | 27 | 2B | 69 | 234 | 34 | 57 | 8 | 1 | 0 | 28 | 21 | 0 | 10 | 0 | 3 | 6 | 0 | 0 | 0 | 67 | 253 | 9 | 48 | .244 | .283 | .286 | .569 | .000 | .042 | .000 | 3.95 | 0.00 | 0.00 | 0.00 | ||
| 1901 | Boston Beaneaters | NL | MLB | - | 28 | 2B | 140 | 577 | 83 | 173 | 14 | 4 | 5 | 72 | 25 | 0 | 17 | 0 | 1 | 24 | 0 | 0 | 0 | 210 | 619 | 23 | 150 | .300 | .321 | .364 | .685 | .000 | .064 | .000 | 2.75 | 0.00 | 0.00 | 115.40 | ||
| 1902 | Boston Beaneaters | NL | MLB | - | 29 | 2B | 124 | 481 | 51 | 125 | 16 | 5 | 0 | 53 | 23 | 0 | 12 | 0 | 0 | 26 | 0 | 0 | 0 | 151 | 519 | 21 | 104 | .260 | .278 | .314 | .592 | .000 | .054 | .000 | 2.31 | 0.00 | 0.00 | 0.00 | ||
| 1903 | Washington Senators I | AL | MLB | WS1 | - | 30 | 2B | 12 | 44 | 0 | 12 | 2 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 14 | 45 | 2 | 10 | .273 | .273 | .318 | .591 | .000 | .045 | .000 | 0.00 | 0.00 | 0.00 | 0.00 | |
| 1904 | St. Louis Browns | AL | MLB | SLA | - | 31 | 2B | 4 | 9 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 11 | 0 | 1 | .111 | .273 | .111 | .384 | .000 | .000 | .000 | 18.18 | 0.00 | 0.00 | 0.00 | |
| Tot: | MLB (11 yrs) | MLB | 922 | 3615 | 537 | 1096 | 130 | 35 | 17 | 497 | 228 | 0 | 174 | 35 | 25 | 118 | 0 | 0 | 0 | 1347 | 3932 | 182 | 914 | .303 | .340 | .373 | .712 | .181 | .069 | .303 | 4.43 | 0.89 | 0.20 | 212.65 | ||||||
| Tot: | AL (2 yrs) | AL | 16 | 53 | 0 | 13 | 2 | 0 | 0 | 3 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 15 | 56 | 2 | 11 | .245 | .273 | .283 | .556 | .075 | .038 | .245 | 3.57 | 0.00 | 0.00 | |||||||
| Tot: | NL (9 yrs) | NL | 906 | 3562 | 537 | 1083 | 128 | 35 | 17 | 494 | 228 | 0 | 172 | 35 | 25 | 117 | 0 | 0 | 0 | 1332 | 3876 | 180 | 903 | .304 | .341 | .374 | .714 | .182 | .070 | .304 | 4.44 | 0.90 | 0.20 | 209.53 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 79 | 51 | 38 | 43 | 67 | 57 | 66 | 60 | .490 |