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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WHIP | YEAR | Open Postseason Leaderboard |
|---|---|---|---|---|
| 1 | Ed Wood | 0.79 | 1932-1947 | |
| 2 | Charlie Firestone* | 0.89 | 1912-1919 | |
| 3 | Charlie Sis* | 0.91 | 1903-1921 | |
| 4 | Dan Tyler | 0.94 | 1909-1918 | |
| 4 | Hal Hackney | 0.94 | 1945-1959 | |
| 6 | Marco Middleton# | 0.95 | 1962-1974 | |
| 7 | Joe Myres | 0.97 | 1916-1927 | |
| 8 | Bob Harris | 0.98 | 1910-1917 | |
| 9 | Tommy Jackson# | 1.00 | 1971-1974 | |
| 9 | John Stallings | 1.00 | 1946-1965 | |
| 11 | Woody Trease* | 1.01 | 1901-1912 | |
| 12 | Bob Young | 1.04 | 1908-1920 | |
| 13 | Jack Halbur | 1.05 | 1952-1964 | |
| 14 | Gil Purdy | 1.09 | 1901-1916 | |
| 14 | Jim Golden* | 1.09 | 1909-1920 | |
| 16 | Bill McDaniel | 1.11 | 1901-1913 | |
| 17 | Adrian Czerwinski* | 1.12 | 1948-1965 | |
| 17 | Joe Hancock* | 1.12 | 1936-1957 | |
| 19 | Steve Madden# | 1.13 | 1960-1974 | |
| 20 | Bob Hollister# | 1.14 | 1957-1974 | |
| 21 | John Roberts# | 1.15 | 1965-1974 | |
| 21 | George Dunnigan# | 1.15 | 1963-1974 | |
| 21 | Isaac Meyer | 1.15 | 1908-1919 | |
| 24 | Mike Robinson | 1.16 | 1908-1911 | |
| 24 | Tom Barrell* | 1.16 | 1932-1945 | |
| 24 | Ike Bell | 1.16 | 1899-1906 | |
| 27 | Jim Lonardo* | 1.18 | 1928-1947 | |
| 27 | Al Miller* | 1.18 | 1935-1959 | |
| 29 | Charlie Wilson* | 1.19 | 1889-1901 | |
| 30 | Sammy Butler | 1.20 | 1916-1929 | |
| 30 | Dick Richards | 1.20 | 1923-1935 | |
| 32 | Mike Marner* | 1.21 | 1907-1918 | |
| 33 | Jorge Arellano# | 1.22 | 1954-1974 | |
| 33 | Billy Hasson# | 1.22 | 1957-1974 | |
| 35 | Don Noftall | 1.23 | 1892-1903 | |
| 35 | Billy Riley | 1.23 | 1938-1953 | |
| 35 | George Johnson* | 1.23 | 1907-1926 | |
| 35 | Allan Allen* | 1.23 | 1890-1909 | |
| 39 | John Blackburn | 1.24 | 1904-1909 | |
| 39 | Chris Clarke | 1.24 | 1937-1949 | |
| 41 | Mose Smith | 1.26 | 1915-1929 | |
| 41 | Floyd Warner# | 1.26 | 1957-1974 | |
| 41 | Bill Ross | 1.26 | 1920-1936 | |
| 44 | Jim Norris# | 1.27 | 1952-1974 | |
| 45 | Bill Dunlop# | 1.29 | 1965-1974 | |
| 45 | Rabbit Day* | 1.29 | 1927-1944 | |
| 45 | Harry Horn | 1.29 | 1921-1934 | |
| 48 | Fred Washington | 1.30 | 1950-1964 | |
| 48 | Butch Smith | 1.30 | 1938-1950 | |
| 48 | John Bigness | 1.30 | 1897-1912 | |
| 51 | Rufus Barrell II* | 1.31 | 1938-1962 | |
| 51 | John Jones | 1.31 | 1909-1917 | |
| 51 | Augie Hicks# | 1.31 | 1965-1974 | |
| 51 | George Davis | 1.31 | 1916-1928 | |
| 55 | Bob Johnston | 1.32 | 1905-1919 | |
| 55 | Walt Wells | 1.32 | 1935-1949 | |
| 57 | Russ Reel | 1.33 | 1929-1936 | |
| 58 | Danny Hern | 1.34 | 1940-1956 | |
| 58 | Bill Temple* | 1.34 | 1899-1911 | |
| 58 | Pete Boyer | 1.34 | 1915-1926 | |
| 61 | Luke Smith | 1.35 | 1916-1929 | |
| 61 | Eli Panneton | 1.35 | 1944-1957 | |
| 63 | Frenchy Mack* | 1.36 | 1956-1969 | |
| 64 | Dean Astle | 1.37 | 1933-1946 | |
| 65 | Jack Miller | 1.38 | 1949-1964 | |
| 66 | Hiram Steinberg | 1.39 | 1945-1957 | |
| 67 | Red Ross | 1.42 | 1936-1948 | |
| 68 | Hal Bennett# | 1.43 | 1969-1974 | |
| 69 | Bill West* | 1.44 | 1904-1917 | |
| 70 | Hank Berkowitz | 1.48 | 1950-1970 | |
| 71 | Ducky Davis | 1.49 | 1944-1959 | |
| 71 | Ed Bowman* | 1.49 | 1942-1961 | |
| 73 | Alvin Hensley | 1.50 | 1899-1909 | |
| 73 | Clem Rothstein | 1.50 | 1908-1918 | |
| 75 | Lefty Allen* | 1.52 | 1935-1953 | |
| 76 | Jack Kotarski# | 1.53 | 1965-1974 | |
| 77 | John Jackson | 1.58 | 1948-1969 | |
| 78 | Morris Harris | 1.61 | 1892-1906 | |
| 78 | Vern Hubbard | 1.61 | 1937-1953 | |
| 80 | Fred Henry | 1.62 | 1895-1907 | |
| 81 | Alexander Elliott | 1.66 | 1886-1906 | |
| 82 | Paul Anderson | 1.68 | 1951-1965 | |
| 83 | Charlie Stedman | 1.78 | 1926-1942 | |
| 84 | Vern Osborne# | 1.97 | 1954-1974 |
