Rankin Johnson played 3 seasons for 4 teams, including the Whales and Cardinals. He had 22 wins, 30 losses, an ERA of 2.92 and 169 strikeouts.
| NAME | SEASON | TM | G | W | L | W% | GS | ERA | SO | CG | SHO | SV | IP | H | ER | R | HR | BB | HBP | GF | IBB | TBF | WP | K/9 | BB/9 | K/BB | HR/9 | K% | BB% | WHIP | BABIP | RA | ERA- | FIP | FIP- | H/9 | PRAA | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |  | R. Johnson | 1914 | TOT | 32 | 12 | 14 | .462 | 27 | 2.26 | 84 | 16 | 4 | 0 | 219.1 | 180 | 55 | 70 | 7 | 63 | 7 | 3 | 838 | 5 | 3.45 | 2.59 | 1.33 | 0.29 | 10.0 | 7.5 | 1.11 | .256 | 2.87 | 81 | 3.04 | 110 | 7.39 | -8.1 | |
| 2 | | R. Johnson | 1915 | TOT | 34 | 9 | 15 | .375 | 25 | 3.64 | 81 | 15 | 2 | 2 | 207.2 | 201 | 84 | 102 | 5 | 81 | 2 | 7 | 858 | 5 | 3.51 | 3.51 | 1.00 | 0.22 | 9.4 | 9.4 | 1.36 | .284 | 4.42 | 120 | 3.14 | 106 | 8.71 | -4.3 | |
| 3 | | R. Johnson | 1918 |  SLN | 6 | 1 | 1 | .500 | 1 | 2.74 | 4 | 0 | 0 | 0 | 23.0 | 20 | 7 | 10 | 0 | 7 | 0 | 1 | 90 | 0 | 1.57 | 2.74 | 0.57 | 0.00 | 4.4 | 7.8 | 1.17 | .253 | 3.91 | 100 | 2.80 | 105 | 7.83 | -0.4 | |
| Total | 72 | 22 | 30 | .423 | 53 | 2.92 | 169 | 31 | 6 | 2 | 450.0 | 401 | 146 | 182 | 12 | 151 | 9 | 11 | 1,786 | 10 | 3.38 | 3.02 | 1.12 | 0.24 | 9.5 | 8.5 | 1.23 | .269 | 3.64 | 100 | 3.08 | 108 | 8.02 | -12.8 |
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