| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Connor Ripley | Burton Albion | England | 7 | |
| 2 | Jake Eastwood | Sheffield United | England | 7 | |
| 3 | Matthew Gilks | Scunthorpe United | Scotland | 6 | |
| 4 | Adam Davies (GK) | Barnsley | Wales | 6 | |
| 5 | Luke Daniels | Brentford | England | 6 | |
| 6 | Robbert te Loeke | Plymouth Argyle | Netherlands | 5 | |
| 7 | Joe Day | Newport County | England | 5 | |
| 8 | Jon Flatt | Cheltenham Town | England | 5 | |
| 9 | Dillon Phillips | Charlton Athletic | England | 5 | |
| 10 | Angus Gunn | Norwich City | Scotland | 5 | |
| 11 | Luke Steele | Bristol City | England | 5 | |
| 12 | Stephen Henderson | Nottingham Forest | Republic of Ireland | 5 | |
| 13 | Claudio Bravo | Manchester City | Chile | 5 | |
| 14 | David Ospina | Arsenal | Colombia | 5 | |
| 15 | Willy Caballero | Chelsea | Argentina | 5 | |
| 16 | Glenn Morris | Crawley Town | England | 5 | |
| 17 | Jed Steer | Aston Villa | England | 5 | |
| 18 | Joe Anyon | Chesterfield | England | 4 | |
| 19 | Matt Ingram | Queens Park Rangers | England | 4 | |
| 20 | Simon Eastwood | Oxford United | England | 4 |
GC = Goals conceded