| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Tommy Lee | Macclesfield Town | England | 6 | |
| 2 | Petr Cech | Chelsea | Czech Republic | 5 | |
| 3 | Mark Schwarzer | Middlesbrough | Australia | 5 | |
| 4 | Tomasz Kuszczak | Manchester United | Poland | 5 | |
| 5 | Adam Federici | Reading | Australia | 4 | |
| 6 | Jan Lastuvka | Fulham | Czech Republic | 4 | |
| 7 | Jussi Jaaskelainen | Bolton Wanderers | Finland | 4 | |
| 8 | Edwin van der Sar | Manchester United | Netherlands | 4 | |
| 9 | David Marshall | Norwich City | Scotland | 4 | |
| 10 | Richard Lee | Watford | England | 4 | |
| 11 | Nicky Weaver | Manchester City | England | 4 | |
| 12 | Radek Cerny | Tottenham Hotspur | Czech Republic | 4 | |
| 13 | Manuel Almunia | Arsenal | Spain | 3 | |
| 14 | Jerzy Dudek | Liverpool | Poland | 3 | |
| 15 | Dean Kiely | West Bromwich Albion | Republic of Ireland | 3 | |
| 16 | Paul Smith | Nottingham Forest | England | 3 | |
| 17 | Andy Lonergan | Preston North End | England | 3 | |
| 18 | David James | Portsmouth | England | 2 | |
| 19 | Stephen Bywater | Derby County | England | 2 | |
| 20 | Gabor Kiraly | Aston Villa | Hungary | 2 |
GC = Goals conceded