| Year | League | W | L | WPct | Finish | GB | Exp Rec | Diff | Avg | ERA | BABIP | Playoffs | Champion | Attendance | Payroll | Balance | | 1901 | WF | 58 | 68 | .460 | 6th | 18 | 59-67 | -1 | .299 | 4.95 | .306 | | | 125,117 | $0 | $0 | | 1902 | WF | 61 | 65 | .484 | 5th | 13 | 60-66 | 1 | .264 | 4.28 | .304 | | | 146,714 | $0 | $0 | | 1903 | WF | 65 | 61 | .516 | 5th | 14 | 63-63 | 2 | .272 | 3.94 | .287 | | | 163,306 | $0 | $0 | | 1904 | WF | 66 | 74 | .471 | 6th | 17 | 71-69 | -5 | .274 | 4.02 | .289 | | | 161,722 | $0 | $0 | | 1905 | WF | 80 | 60 | .571 | 1st | - | 81-59 | -1 | .283 | 3.82 | .296 | | X | 229,094 | $0 | $0 | | 1906 | WF | 84 | 56 | .600 | 1st | - | 77-63 | 7 | .277 | 3.47 | .284 | | X | 271,298 | $0 | $0 | | 1907 | WF | 76 | 64 | .543 | 2nd | 1 | 76-64 | 0 | .267 | 3.27 | .279 | | | 278,014 | $0 | $0 | |