| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | David Stockdale | Wycombe Wanderers | England | 3 | |
| 2 | Jamie Cumming | Milton Keynes Dons | England | 2 | |
| 3 | Bailey Peacock-Farrell | Sheffield Wednesday | Northern Ireland | 2 | |
| 4 | Anthony Patterson | Sunderland | England | 1 |
GC = Goals conceded