| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Caoimhin Kelleher | Liverpool | Republic of Ireland | 11 | |
| 2 | Dave Richards | Crewe Alexandra | Wales | 8 | |
| 3 | Claudio Bravo | Manchester City | Chile | 7 | |
| 4 | Calum Burton | Cambridge United | England | 7 | |
| 5 | James McKeown | Grimsby Town | Republic of Ireland | 7 | |
| 6 | Ngemba Michael Luyambula | Crawley Town | Democratic Republic of Congo | 6 | |
| 7 | Mark Halstead | Morecambe | England | 6 | |
| 8 | James Shea | Luton Town | England | 6 | |
| 9 | Kasper Schmeichel | Leicester City | Denmark | 6 | |
| 10 | Emiliano Martinez | Arsenal | Argentina | 5 | |
| 11 | Nathan Bishop | Southend United | England | 5 | |
| 12 | Remi Matthews | Bolton Wanderers | England | 5 | |
| 13 | Liam Kelly | Queens Park Rangers | Scotland | 5 | |
| 14 | Dean Gerken | Colchester United | England | 5 | |
| 15 | Orjan Nyland | Aston Villa | Norway | 5 | |
| 16 | Arijanet Muric | Nottingham Forest | Kosovo | 5 | |
| 17 | Connor Ripley | Preston North End | England | 5 | |
| 18 | Sam Hornby | Bradford City | England | 4 | |
| 19 | Craig MacGillivray | Portsmouth | Scotland | 4 | |
| 20 | Joe Murphy | Shrewsbury Town | Republic of Ireland | 4 |
GC = Goals conceded