| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Brian Jensen | Burnley | Denmark | 7 | |
| 2 | Paul Robinson | Blackburn Rovers | England | 7 | |
| 3 | Heurelho Gomes | Tottenham Hotspur | Brazil | 6 | |
| 4 | Roy Carroll | Derby County | Northern Ireland | 6 | |
| 5 | Paddy Kenny | Sheffield United | Republic of Ireland | 6 | |
| 6 | Casper Ankergren | Leeds United | Denmark | 6 | |
| 7 | Darryl Flahavan | Crystal Palace | England | 5 | |
| 8 | Diego Cavalieri | Liverpool | Brazil | 5 | |
| 9 | Ben Foster | Manchester United | England | 5 | |
| 10 | John Danby | Chester City | England | 5 | |
| 11 | Phil Barnes | Grimsby Town | England | 5 | |
| 12 | Josh Wagenaar | Yeovil Town | Canada | 5 | |
| 13 | Conrad Logan | Luton Town | Republic of Ireland | 5 | |
| 14 | Shay Given | Newcastle United | Republic of Ireland | 5 | |
| 15 | Steve Simonsen | Stoke City | England | 5 | |
| 16 | Arran Lee-Barratt | Hartlepool United | England | 4 | |
| 17 | Ben Williams | Carlisle United | England | 4 | |
| 18 | Rhys Evans | Bradford City | England | 4 | |
| 19 | David James | Portsmouth | England | 4 | |
| 20 | Glenn Morris | Leyton Orient | England | 4 |
GC = Goals conceded