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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WHIP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Jim St. Vrain# | 1.06 | 1902-1915 | |
| 2 | Andy Coakley# | 1.07 | 1902-1910 | |
| 2 | Hardie Henderson | 1.07 | 1904-1908 | |
| 4 | Bob Black | 1.09 | 1904-1912 | |
| 5 | Doc White | 1.10 | 1901-1906 | |
| 5 | Christy Mathewson# | 1.10 | 1900-1915 | |
| 7 | Deacon Phillippe | 1.11 | 1899-1906 | |
| 7 | Frank Owen | 1.11 | 1901-1906 | |
| 9 | Jake Campbell# | 1.13 | 1905-1915 | |
| 9 | Adam Dixon | 1.13 | 1904-1911 | |
| 9 | Jack Chesbro | 1.13 | 1899-1906 | |
| 12 | Ryan Wade | 1.14 | 1904-1911 | |
| 12 | Frank Groves# | 1.14 | 1904-1910 | |
| 14 | Eddie Plank | 1.15 | 1901-1908 | |
| 14 | Joe Corbett# | 1.15 | 1901-1908 | |
| 14 | Toad Ramsey | 1.15 | 1905-1910 | |
| 17 | Pete Conway | 1.17 | 1901-1911 | |
| 17 | Addie Joss# | 1.17 | 1904-1915 | |
| 17 | Nat Hudson | 1.17 | 1904-1906 | |
| 17 | Charles Bender# | 1.17 | 1904-1915 | |
| 21 | Hugh Bedient# | 1.18 | 1912-1915 | |
| 21 | Pink Hawley# | 1.18 | 1901-1915 | |
| 21 | Carl Lundgren# | 1.18 | 1902-1915 | |
| 21 | Joe McGinnity | 1.18 | 1899-1906 | |
| 21 | Scott Stratton# | 1.18 | 1904-1915 | |
| 26 | Kid Camp | 1.19 | 1903-1910 | |
| 26 | Brendan McDowell# | 1.19 | 1907-1915 | |
| 26 | Bill Dinneen# | 1.19 | 1903-1907 | |
| 29 | John Weyhing | 1.20 | 1901-1910 | |
| 29 | George Winter | 1.20 | 1901-1906 | |
| 29 | Matt Gilley# | 1.20 | 1907-1910 | |
| 29 | Ed Morris | 1.20 | 1901-1910 | |
| 29 | Mike O'Rourke | 1.20 | 1901-1910 | |
| 34 | Ham Iburg | 1.21 | 1904-1915 | |
| 34 | Charlie Geggus | 1.21 | 1901-1907 | |
| 34 | Tim Mitchell# | 1.21 | 1907-1915 | |
| 34 | Wiley Piatt# | 1.21 | 1903-1915 | |
| 34 | Fritz Clausen | 1.21 | 1902-1908 | |
| 39 | George Van Haltren | 1.22 | 1904-1910 | |
| 39 | Lance LaFerriere | 1.22 | 1904-1908 | |
| 41 | Ed Knouff | 1.23 | 1904-1907 | |
| 41 | Peek-A-Boo Veach | 1.23 | 1901-1906 | |
| 41 | Earl Moore | 1.23 | 1901-1906 | |
| 41 | Will Sawyer | 1.23 | 1901-1908 | |
| 41 | Oscar Jones# | 1.23 | 1904-1911 | |
| 41 | Egyptian Healy | 1.23 | 1901-1910 | |
| 41 | John Alder# | 1.23 | 1907-1915 | |
| 41 | Ian Moseley# | 1.23 | 1907-1915 | |
| 49 | Justin Huber# | 1.24 | 1902-1915 | |
| 49 | Les German | 1.24 | 1901-1912 | |
| 49 | Dennis Lamkin | 1.24 | 1910-1915 | |
| 49 | Walter Johnson | 1.24 | 1907-1910 | |
| 49 | Jesse Burkett | 1.24 | 1903-1912 | |
| 49 | Sam Leever | 1.24 | 1901-1910 | |
| 49 | Barney Wolfe | 1.24 | 1907-1914 | |
| 49 | Abner Powell | 1.24 | 1904-1910 | |
| 57 | Brent Mattern# | 1.25 | 1904-1915 | |
| 57 | Adam Briggs# | 1.25 | 1908-1915 | |
| 57 | Patsy Flaherty | 1.25 | 1899-1905 | |
| 57 | Ed Siever | 1.25 | 1901-1906 | |
| 61 | Frank Harrison# | 1.26 | 1907-1915 | |
| 61 | Bill Hill | 1.26 | 1902-1915 | |
| 61 | Bob Caruthers | 1.26 | 1904-1908 | |
| 61 | George Mullin# | 1.26 | 1902-1915 | |
| 65 | Bert Abbey | 1.27 | 1904-1914 | |
| 66 | Matt Adams# | 1.28 | 1906-1915 | |
| 67 | Larry McKeon | 1.29 | 1901-1908 | |
| 67 | John Truan# | 1.29 | 1901-1915 | |
| 67 | Case Patten | 1.29 | 1901-1906 | |
| 70 | Jesse Stovall# | 1.30 | 1903-1915 | |
| 70 | Doc McJames# | 1.30 | 1901-1915 | |
| 72 | Barney Pelty# | 1.31 | 1905-1915 | |
| 72 | Jim Handiboe | 1.31 | 1901-1906 | |
| 72 | Clay Marple# | 1.31 | 1911-1915 | |
| 72 | Tim Mayhugh# | 1.31 | 1905-1915 | |
| 76 | Mike Sullivan | 1.32 | 1904-1907 | |
| 76 | Danny Maxwell# | 1.32 | 1908-1915 | |
| 76 | Tom Hughes | 1.32 | 1900-1906 | |
| 79 | Babe Adams# | 1.33 | 1906-1915 | |
| 79 | Doc Amole# | 1.33 | 1901-1908 | |
| 79 | George Cuppy | 1.33 | 1901-1910 | |
| 79 | George Brady# | 1.33 | 1908-1911 | |
| 79 | Doc Newton | 1.33 | 1900-1906 | |
| 84 | Jim Gardner# | 1.34 | 1901-1915 | |
| 85 | Andrew Foster# | 1.35 | 1911-1915 | |
| 86 | Bill Daley | 1.36 | 1904-1912 | |
| 86 | Henry Jones | 1.36 | 1901-1903 | |
| 88 | Fred Underwood | 1.37 | 1904-1915 | |
| 89 | Walter Thornton# | 1.39 | 1904-1915 | |
| 90 | Mike Smith | 1.40 | 1901-1914 | |
| 91 | Joe Yeager# | 1.41 | 1908-1915 | |
| 91 | Jack Sharrott | 1.41 | 1904-1913 | |
| 91 | Clarence Currie | 1.41 | 1904-1906 | |
| 94 | Emmett Bowman# | 1.48 | 1910-1915 | |
| 95 | Harry Staley | 1.50 | 1901-1905 | |
| 96 | Fred Mitchell | 1.54 | 1901-1905 |
