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| Year | Team | G | PA | OUTS | RCsbr | RS | eRS | RS27 | RSi | RSpm | |
| 1898 | PIT | 15 | 50 | 39 | 1.3 | 3.5 | 2.2 | 2.47 | 51 | -3.4 | |
| 1900 | CHC | 78 | 308 | 213 | 37.1 | 30.5 | 33.6 | 4.03 | 80 | -8.1 | |
| 1901 | NYG | 138 | 562 | 420 | 37.5 | 54.0 | 41.3 | 3.62 | 83 | -11.9 | |
| 1903 | NYY | 129 | 533 | 359 | 57.6 | 66.5 | 49.5 | 4.72 | 121 | 10.9 | |
| 1904 | NYY | 130 | 502 | 348 | 53.4 | 49.0 | 49.3 | 3.62 | 106 | 2.8 | |
| 1907 | CIN | 145 | 575 | 408 | 55.8 | 62.5 | 52.0 | 3.98 | 121 | 10.5 | |
| 1908 | CIN | 112 | 427 | 309 | 40.9 | 42.5 | 38.9 | 3.83 | 121 | 7.6 | |
| Totals | 747 | 2957 | 2096 | 283.7 | 308.5 | 3.97 | 8.4 | ||||
| Batting - Basic | ||||||||||||||
| Year | Team | G | AB | R | H | 2B | 3B | HR | RBI | SB | CS | BB | SO | AVG |
| 1898 | PIT | 15 | 45 | 5 | 6 | 0 | 0 | 0 | 2 | 0 | 0 | 4 | 1 | .133 |
| 1900 | CHC | 78 | 284 | 29 | 78 | 14 | 4 | 4 | 32 | 5 | 0 | 10 | 10 | .275 |
| 1901 | NYG | 138 | 526 | 42 | 113 | 13 | 3 | 2 | 66 | 6 | 0 | 20 | 32 | .215 |
| 1903 | NYY | 129 | 476 | 62 | 132 | 25 | 7 | 3 | 71 | 9 | 0 | 30 | 38 | .277 |
| 1904 | NYY | 130 | 465 | 50 | 121 | 16 | 10 | 6 | 48 | 13 | 0 | 24 | 41 | .260 |
| 1907 | CIN | 145 | 531 | 61 | 135 | 20 | 16 | 2 | 64 | 9 | 0 | 29 | 24 | .254 |
| 1908 | CIN | 112 | 388 | 32 | 97 | 16 | 10 | 1 | 53 | 6 | 0 | 19 | 27 | .250 |
| Totals | 747 | 2715 | 281 | 682 | 104 | 50 | 18 | 336 | 48 | 0 | 136 | 173 | .251 | |
| 162 | GP | 589 | 61 | 148 | 23 | 11 | 4 | 73 | 10 | 0 | 29 | 38 | .251 | |
| 648 | PA | 595 | 62 | 149 | 23 | 11 | 4 | 74 | 11 | 0 | 30 | 38 | .251 | |
| Fielding | ||||||||||
| Year | Team | POS | G | IO | OUTS | OPM | E | E27 | Ei | Epm |
| 1898 | PIT | 1B | 12 | 276 | 105 | -5 | 4 | 1.03 | 63 | -1.5 |
| 1900 | CHC | 1B | 78 | 1992 | 851 | 47 | 17 | 0.54 | 110 | 1.6 |
| 1901 | NYG | 1B | 138 | 3621 | 1498 | 107 | 21 | 0.38 | 162 | 13.0 |
| 1903 | NYY | 1B | 129 | 3429 | 1479 | 83 | 18 | 0.33 | 163 | 11.3 |
| 1904 | NYY | 1B | 118 | 3045 | 1306 | 42 | 16 | 0.33 | 147 | 7.4 |
| 1907 | CIN | 1B | 143 | 3684 | 1430 | -53 | 14 | 0.26 | 169 | 9.7 |
| 1908 | CIN | 1B | 108 | 2805 | 1177 | 15 | 12 | 0.28 | 142 | 5.0 |
| 1904 | NYY | 2B | 9 | 222 | 40 | -3 | 2 | 1.35 | 97 | -0.1 |
| 1904 | NYY | SS | 1 | 21 | 4 | 0 | 0 | 0.00 | 0.3 | |
| Totals | 736 | 19095 | 7890 | 233 | 104 | 0.36 | 46.7 | |||
| RSpm By Position | ||||||||||||
| Year | Team | P | C | 1B | 2B | 3B | SS | LF | CF | RF | DH | Total |
| GS By Position | |||||||||||
| Year | Team | P | C | 1B | 2B | 3B | SS | LF | CF | RF | DH |
| GS By Lineup Spot | ||||||||||
| Year | Team | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |