| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Paul Smith | Southampton | England | 4 | |
| 2 | Shay Given | Newcastle United | Republic of Ireland | 4 | |
| 3 | Mark Schwarzer | Middlesbrough | Australia | 3 | |
| 4 | Brad Friedel | Blackburn Rovers | United States | 3 | |
| 5 | Carlo Cudicini | Chelsea | Italy | 3 | |
| 6 | Steve Simonsen | Stoke City | England | 2 | |
| 7 | Nigel Martyn | Everton | England | 2 | |
| 8 | Maik Taylor | Birmingham City | Northern Ireland | 2 | |
| 9 | Michael Oakes | Wolverhampton Wanderers | England | 2 | |
| 10 | Jerzy Dudek | Liverpool | Poland | 1 | |
| 11 | Brian Jensen | Burnley | Denmark | 1 | |
| 12 | Manuel Almunia | Arsenal | Spain | 1 | |
| 13 | Tim Howard | Manchester United | United States | 1 | |
| 14 | Jens Lehmann | Arsenal | Germany | 1 | |
| 15 | Jussi Jaaskelainen | Bolton Wanderers | Finland | 1 | |
| 16 | Ian Walker | Leicester City | England | 1 | |
| 17 | Paddy Kenny | Sheffield United | Republic of Ireland | 1 | |
| 18 | Paul Robinson | Tottenham Hotspur | England | 1 | |
| 19 | Roy Carroll | Manchester United | Northern Ireland | 0 |
GC = Goals conceded