| 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 | Pittsburgh Alleghenys | NL | MLB | PIT | - | 25 | 2B | 61 | 219 | 33 | 53 | 4 | 8 | 2 | 24 | 8 | 0 | 14 | 9 | 2 | 4 | 0 | 0 | 0 | 79 | 239 | 14 | 39 | .242 | .294 | .361 | .655 | .000 | .119 | .000 | 5.86 | 3.77 | 0.64 | 109.50 | |
| 1897 | Pittsburgh Alleghenys | NL | MLB | PIT | - | 26 | 2B | 134 | 517 | 84 | 146 | 16 | 10 | 2 | 58 | 18 | 0 | 38 | 0 | 16 | 20 | 0 | 0 | 0 | 188 | 591 | 28 | 118 | .282 | .350 | .364 | .714 | .000 | .082 | .000 | 6.43 | 0.00 | 0.00 | 258.50 | |
| 1898 | Pittsburgh Alleghenys | NL | MLB | PIT | - | 27 | 2B | 128 | 463 | 61 | 119 | 7 | 6 | 2 | 43 | 11 | 0 | 35 | 0 | 19 | 5 | 0 | 0 | 0 | 144 | 522 | 15 | 104 | .257 | .335 | .311 | .646 | .000 | .054 | .000 | 6.70 | 0.00 | 0.00 | 231.50 | |
| 1899 | Washington Nationals | NL | MLB | WSN | - | 28 | SS-2B | 134 | 451 | 66 | 125 | 20 | 7 | 2 | 61 | 27 | 0 | 24 | 0 | 17 | 8 | 0 | 0 | 0 | 165 | 500 | 29 | 96 | .277 | .337 | .366 | .703 | .000 | .089 | .000 | 4.80 | 0.00 | 0.00 | 225.50 | |
| 1901 | St. Louis Cardinals | NL | MLB | SLN | - | 30 | 2B | 123 | 489 | 71 | 125 | 17 | 7 | 2 | 62 | 26 | 0 | 31 | 0 | 11 | 10 | 0 | 0 | 0 | 162 | 541 | 26 | 99 | .256 | .315 | .331 | .646 | .000 | .075 | .000 | 5.73 | 0.00 | 0.00 | 244.50 | |
| 1902 | St. Louis Browns | AL | MLB | SLA | - | 31 | 2B | 117 | 413 | 54 | 109 | 26 | 3 | 1 | 40 | 11 | 0 | 30 | 0 | 9 | 9 | 0 | 0 | 0 | 144 | 461 | 30 | 79 | .264 | .327 | .349 | .676 | .000 | .085 | .000 | 6.51 | 0.00 | 0.00 | 413.00 | |
| 1903 | St. Louis Browns | AL | MLB | SLA | - | 32 | 2B | 88* | 29 | 94 | 7 | 19 | 3 | 0 | 0 | 6 | 5 | 0 | 9 | 0 | 5 | 1 | 0 | 0 | 0 | 22 | 109 | 3 | 16 | .202 | .306 | .234 | .540 | .000 | .032 | .000 | 8.26 | 0.00 | 0.00 | 0.00 |
| 1904 | St. Louis Browns | AL | MLB | SLA | - | 33 | 2B | 104 | 132 | 453 | 42 | 108 | 19 | 4 | 0 | 36 | 23 | 0 | 40 | 0 | 18 | 9 | 0 | 0 | 0 | 135 | 520 | 23 | 85 | .238 | .325 | .298 | .623 | .000 | .060 | .000 | 7.69 | 0.00 | 0.00 | 0.00 |
| 1905 | St. Louis Browns | AL | MLB | SLA | - | 34 | 2B | 16 | 58 | 5 | 10 | 1 | 1 | 0 | 4 | 3 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 13 | 62 | 2 | 8 | .172 | .213 | .224 | .437 | .000 | .052 | .000 | 4.84 | 0.00 | 0.00 | 0.00 | |
| Tot: | MLB (9 yrs) | MLB | 874 | 3157 | 423 | 814 | 113 | 46 | 11 | 334 | 132 | 0 | 224 | 9 | 97 | 67 | 0 | 0 | 0 | 1052 | 3545 | 170 | 644 | .258 | .326 | .333 | .660 | .188 | .075 | .256 | 6.32 | 0.25 | 0.04 | 287.00 | ||||||
| Tot: | AL (4 yrs) | AL | 294 | 1018 | 108 | 246 | 49 | 8 | 1 | 86 | 42 | 0 | 82 | 0 | 32 | 20 | 0 | 0 | 0 | 314 | 1152 | 58 | 188 | .242 | .318 | .308 | .626 | .189 | .067 | .241 | 7.12 | 0.00 | 0.00 | 1,018.00 | ||||||
| Tot: | NL (5 yrs) | NL | 580 | 2139 | 315 | 568 | 64 | 38 | 10 | 248 | 90 | 0 | 142 | 9 | 65 | 47 | 0 | 0 | 0 | 738 | 2393 | 112 | 456 | .266 | .330 | .345 | .675 | .188 | .079 | .263 | 5.93 | 0.38 | 0.06 | 213.90 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 71 | 51 | 55 | 54 | 43 | 47 | 47 | 68 | .461 |