| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Carlo Cudicini | Chelsea | Italy | 5 | |
| 2 | Shay Given | Newcastle United | Republic of Ireland | 3 | |
| 3 | Nico Vaesen | Birmingham City | Belgium | 3 | |
| 4 | Alec Chamberlain | Watford | England | 2 | |
| 5 | Paul Jones | Southampton | Wales | 2 | |
| 6 | Stuart Taylor | Arsenal | England | 2 | |
| 7 | David Seaman | Arsenal | England | 2 | |
| 8 | Steve Banks | Stoke City | England | 2 | |
| 9 | Matt Murray | Wolverhampton Wanderers | England | 2 | |
| 10 | Maik Taylor | Fulham | Northern Ireland | 1 | |
| 11 | Paddy Kenny | Sheffield United | Republic of Ireland | 1 | |
| 12 | Antti Niemi | Southampton | Finland | 1 | |
| 13 | Peter Schmeichel | Manchester City | Denmark | 1 | |
| 14 | Christopher Kirkland | Liverpool | England | 0 |
GC = Goals conceded