| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Marek Rodak | Rotherham United | Slovakia | 3 | |
| 2 | Matthew Gilks | Scunthorpe United | Scotland | 3 | |
| 3 | Rory Watson | Scunthorpe United | England | 2 | |
| 4 | Dean Henderson | Shrewsbury Town | England | 2 | |
| 5 | Ben Amos | Charlton Athletic | England | 2 |
GC = Goals conceded