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| # | Player | Season | Age | Team | GP | GAA | SV% | W | L | T | SO | TOI |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. |  Paul Dooner | 1917-1918 | 25 | McGill Univ. | 1 | 7.00 | - | 0 | 1 | 0 | 0 | 60 |
| 2. |  Ray Bonney | 1915-1916 | 23 | St. Paul Athletic Club | 1 | 6.00 | - | 1 | 0 | 0 | 0 | 60 |
| 3. | Jim Penny | 1918-1919 | 27 | Montréal St. Ann's | 3 | 3.50 | - | 1 | 0 | 1 | 0 | 120 |
| 4. | Jim Penny | 1915-1916 | 24 | Montréal Lachine HC | 5 | 3.20 | - | 2 | 3 | 0 | 0 | 300 |
| 5. | Vic Scott | 1917-1918 | 20 | Ottawa Royal Canadians | 1 | 3.00 | - | 0 | 0 | 1 | 0 | 60 |
| 6. | Bill Tobin | 1915-1916 | 20 | Ottawa New Edinburghs | 1 | 3.00 | - | 0 | 1 | 0 | 0 | 60 |
| 7. | Billy Lukeman | 1919-1920 | 26 | Montréal Hochelaga | 1 | 2.00 | - | 1 | 0 | 0 | 0 | 60 |
| 8. | Billy Lukeman | 1915-1916 | 22 | Montréal AAA | 2 | 1.00 | - | 1 | 1 | 0 | 1 | 120 |
| 9. | Paul Dooner | 1916-1917 | 24 | Loyola College | 1 | 1.00 | - | 0 | 1 | 0 | 0 | 60 |
9 players