| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Shaka Hislop | West Ham United | Trinidad and Tobago | 10 | |
| 2 | Maik Taylor | Birmingham City | Northern Ireland | 9 | |
| 3 | Thomas Myhre | Charlton Athletic | Norway | 7 | |
| 4 | Carlo Cudicini | Chelsea | Italy | 6 | |
| 5 | Pepe Reina | Liverpool | Spain | 6 | |
| 6 | Marlon Beresford | Luton Town | England | 5 | |
| 7 | Mark Schwarzer | Middlesbrough | Australia | 4 | |
| 8 | Carlo Nash | Preston North End | England | 4 | |
| 9 | Brad Friedel | Blackburn Rovers | United States | 4 | |
| 10 | Iain Turner | Everton | Scotland | 4 | |
| 11 | Aidan Davison | Colchester United | Northern Ireland | 4 | |
| 12 | Stuart Nelson | Brentford | England | 4 | |
| 13 | David James | Manchester City | England | 4 | |
| 14 | Thomas Sorensen | Aston Villa | Denmark | 4 | |
| 15 | Lee Camp | Derby County | Northern Ireland | 3 | |
| 16 | Graham Stack | Reading | Republic of Ireland | 3 | |
| 17 | Gabor Kiraly | Crystal Palace | Hungary | 3 | |
| 18 | Stefan Postma | Wolverhampton Wanderers | Netherlands | 3 | |
| 19 | Mark Goodlad | Port Vale | England | 3 | |
| 20 | Scott Carson | Liverpool | England | 3 |
GC = Goals conceded