| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Dillon Phillips | Rotherham United | England | 6 | |
| 2 | Alphonse Areola | West Ham United | France | 5 | |
| 3 | Calum Burton | Plymouth Argyle | England | 4 | |
| 4 | Joel Coleman | Bolton Wanderers | England | 3 | |
| 5 | Coniah Boyce-Clarke | Reading | Jamaica | 3 | |
| 6 | Connor Ripley | Port Vale | England | 3 | |
| 7 | Glenn Morris | Gillingham | England | 3 | |
| 8 | Neil Etheridge | Birmingham City | Philippines | 3 | |
| 9 | Joe Murphy | Tranmere Rovers | Republic of Ireland | 2 | |
| 10 | Cieran Slicker | Ipswich Town | Scotland | 2 | |
| 11 | Tim Krul | Luton Town | Netherlands | 2 | |
| 12 | Sam Johnstone | Crystal Palace | England | 2 | |
| 13 | Viljami Sinisalo | Exeter City | Finland | 1 | |
| 14 | Karl Darlow | Leeds United | England | 1 | |
| 15 | Alex Cairns | Salford City | England | 1 | |
| 16 | Christy Pym | Mansfield Town | England | 1 | |
| 17 | Kristjan Hegyi | Stevenage | Hungary | 1 | |
| 18 | Jack Bonham | Stoke City | Republic of Ireland | 1 | |
| 19 | Max O'Leary | Bristol City | Republic of Ireland | 1 | |
| 20 | Cameron Dawson | Sheffield Wednesday | England | 1 |
GC = Goals conceded