| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Shaka Hislop | Portsmouth | Trinidad and Tobago | 6 | |
| 2 | Robert Green | Norwich City | England | 6 | |
| 3 | Ian Walker | Leicester City | England | 5 | |
| 4 | Jens Lehmann | Arsenal | Germany | 5 | |
| 5 | Brad Friedel | Blackburn Rovers | United States | 4 | |
| 6 | Edwin van der Sar | Fulham | Netherlands | 4 | |
| 7 | Paul Robinson | Leeds United | England | 4 | |
| 8 | Mark Schwarzer | Middlesbrough | Australia | 4 | |
| 9 | Lenny Pidgeley | Watford | England | 4 | |
| 10 | John Achterberg | Tranmere Rovers | Netherlands | 4 | |
| 11 | Andy Marshall | Millwall | England | 4 | |
| 12 | Tim Howard | Manchester United | United States | 4 | |
| 13 | Michael Oakes | Wolverhampton Wanderers | England | 4 | |
| 14 | Antti Niemi | Southampton | Finland | 3 | |
| 15 | Stephen Bywater | West Ham United | England | 3 | |
| 16 | Kevin Poole | Bolton Wanderers | England | 3 | |
| 17 | Mart Poom | Sunderland | Estonia | 2 | |
| 18 | Jerzy Dudek | Liverpool | Poland | 2 | |
| 19 | David Seaman | Manchester City | England | 2 | |
| 20 | Kevin Stuhr Ellegaard | Manchester City | Denmark | 2 |
GC = Goals conceded