| 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 | - | 26 | OF | 30 | 110 | 11 | 21 | 4 | 1 | 1 | 12 | 4 | 0 | 9 | 14 | 0 | 1 | 0 | 0 | 0 | 30 | 120 | 6 | 15 | .191 | .252 | .273 | .525 | .000 | .082 | .000 | 7.50 | 11.67 | 1.56 | 110.00 | |
| 1898 | Cincinnati Reds | NL | MLB | CIN | - | 28 | OF | 19 | 64 | 10 | 18 | 1 | 3 | 0 | 11 | 3 | 0 | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 25 | 73 | 4 | 14 | .281 | .361 | .391 | .752 | .000 | .110 | .000 | 9.59 | 0.00 | 0.00 | 0.00 | |
| 1901 | Chicago White Sox | AL | MLB | CHA | - | 31 | OF | 132 | 473 | 83 | 130 | 21 | 9 | 4 | 59 | 33 | 0 | 75 | 0 | 9 | 11 | 0 | 0 | 0 | 181 | 568 | 34 | 96 | .275 | .384 | .383 | .767 | .000 | .108 | .000 | 13.20 | 0.00 | 0.00 | 118.25 | |
| 1902 | Chicago White Sox | AL | MLB | CHA | - | 32 | OF | 7 | 27 | 5 | 5 | 0 | 0 | 0 | 4 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 5 | 30 | 0 | 5 | .185 | .241 | .185 | .426 | .000 | .000 | .000 | 6.67 | 0.00 | 0.00 | 0.00 | |
| 1902 | Baltimore Orioles | AL | MLB | BLA | - | 32 | OF | 61 | 242 | 54 | 78 | 19 | 6 | 3 | 36 | 10 | 0 | 36 | 0 | 4 | 0 | 0 | 0 | 0 | 118 | 282 | 28 | 50 | .322 | .418 | .488 | .906 | .000 | .166 | .000 | 12.77 | 0.00 | 0.00 | 80.67 | |
| 1903 | New York Highlanders | AL | MLB | - | 33 | OF | 107 | 103 | 362 | 41 | 88 | 16 | 9 | 5 | 45 | 13 | 0 | 46 | 0 | 3 | 12 | 0 | 0 | 0 | 137 | 423 | 30 | 58 | .243 | .333 | .378 | .711 | .000 | .135 | .000 | 10.87 | 0.00 | 0.00 | 72.40 | |
| Tot: | MLB (5 yrs) | MLB | 352 | 1278 | 204 | 340 | 61 | 28 | 13 | 167 | 64 | 0 | 175 | 14 | 17 | 26 | 0 | 0 | 0 | 496 | 1496 | 102 | 238 | .266 | .362 | .388 | .750 | .309 | .122 | .261 | 11.70 | 0.94 | 0.08 | 98.31 | ||||||
| Tot: | AL (3 yrs) | AL | 303 | 1104 | 183 | 301 | 56 | 24 | 12 | 144 | 57 | 0 | 159 | 0 | 16 | 24 | 0 | 0 | 0 | 441 | 1303 | 92 | 209 | .273 | .372 | .399 | .772 | .322 | .127 | .265 | 12.20 | 0.00 | 0.00 | 92.00 | ||||||
| Tot: | NL (2 yrs) | NL | 49 | 174 | 21 | 39 | 5 | 4 | 1 | 23 | 7 | 0 | 16 | 14 | 1 | 2 | 0 | 0 | 0 | 55 | 193 | 10 | 29 | .224 | .293 | .316 | .609 | .224 | .092 | .239 | 8.29 | 7.25 | 0.88 | 174.00 | ||||||
| Avg: | MLB - 162 game avg | MLB | 162 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 | 🔒 |
| Speed | Power | Contact | Xtra | Rbis | Runs | Hitting | Durability | Team Success |
| 71 | 79 | 32 | 82 | 69 | 47 | 57 | 52 | .496 |