| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Kelvin Davis | Sunderland | England | 58 | |
| 2 | Thomas Sorensen | Aston Villa | Denmark | 52 | |
| 3 | David James | Manchester City | England | 48 | |
| 4 | Maik Taylor | Birmingham City | Northern Ireland | 46 | |
| 5 | Brad Friedel | Blackburn Rovers | United States | 44 | |
| 6 | Jussi Jaaskelainen | Bolton Wanderers | Finland | 43 | |
| 7 | Shay Given | Newcastle United | Republic of Ireland | 43 | |
| 8 | Tomasz Kuszczak | West Bromwich Albion | Poland | 40 | |
| 9 | Paul Robinson | Tottenham Hotspur | England | 39 | |
| 10 | Edwin van der Sar | Manchester United | Netherlands | 38 | |
| 11 | Mark Schwarzer | Middlesbrough | Australia | 38 | |
| 12 | Mike Pollitt | Wigan Athletic | England | 37 | |
| 13 | Jens Lehmann | Arsenal | Germany | 33 | |
| 14 | Jamie Ashdown | Portsmouth | England | 31 | |
| 15 | Dean Kiely | Charlton Athletic | Republic of Ireland | 31 | |
| 16 | Tony Warner | Fulham | England | 31 | |
| 17 | Roy Carroll | West Ham United | Northern Ireland | 31 | |
| 18 | Thomas Myhre | Charlton Athletic | Norway | 24 | |
| 19 | Stephan Andersen | Charlton Athletic | Denmark | 24 | |
| 20 | Nigel Martyn | Everton | England | 24 |
GC = Goals conceded