| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Scott Davies | Tranmere Rovers | England | 6 | |
| 2 | Willy Caballero | Chelsea | Argentina | 5 | |
| 3 | Karl Darlow | Newcastle United | England | 4 | |
| 4 | Scott P Brown | Port Vale | England | 4 | |
| 5 | Marek Rodak | Fulham | Slovakia | 4 | |
| 6 | Kelle Roos | Derby County | Netherlands | 3 | |
| 7 | Dean Henderson | Sheffield United | England | 3 | |
| 8 | Jonathan Bond | West Bromwich Albion | England | 3 | |
| 9 | Emiliano Martinez | Arsenal | Argentina | 3 | |
| 10 | Tim Krul | Norwich City | Netherlands | 3 | |
| 11 | David de Gea | Manchester United | Spain | 3 | |
| 12 | Alex Bass | Portsmouth | England | 2 | |
| 13 | Ederson | Manchester City | Brazil | 2 | |
| 14 | Rafael Cabral | Reading | Brazil | 2 | |
| 15 | Adrian | Liverpool | Spain | 2 | |
| 16 | Mark Travers | AFC Bournemouth | Republic of Ireland | 2 | |
| 17 | Jordan Smith | Nottingham Forest | England | 2 | |
| 18 | Joe Lumley | Queens Park Rangers | England | 2 | |
| 19 | George Long | Hull City | England | 2 | |
| 20 | Michel Vorm | Tottenham Hotspur | Netherlands | 1 |
GC = Goals conceded