| # | Players | Clubs | Nationality | GC | More |
|---|---|---|---|---|---|
| 1 | Shay Given | Newcastle United | Republic of Ireland | 6 | |
| 2 | Mark Tyler | Peterborough United | England | 5 | |
| 3 | Steve Simonsen | Everton | England | 5 | |
| 4 | Andy Marshall | Ipswich Town | England | 5 | |
| 5 | Carlo Cudicini | Chelsea | Italy | 5 | |
| 6 | Neil Sullivan | Tottenham Hotspur | Scotland | 5 | |
| 7 | Yoshikatsu Kawaguchi | Portsmouth | Japan | 5 | |
| 8 | Scott Barrett | Leyton Orient | England | 5 | |
| 9 | Alec Chamberlain | Watford | England | 4 | |
| 10 | Peter Schmeichel | Aston Villa | Denmark | 4 | |
| 11 | David James | West Ham United | England | 4 | |
| 12 | Neil Alexander | Cardiff City | Scotland | 4 | |
| 13 | Mike Pollitt | Rotherham United | England | 4 | |
| 14 | Jussi Jaaskelainen | Bolton Wanderers | Finland | 4 | |
| 15 | Edwin van der Sar | Fulham | Netherlands | 3 | |
| 16 | Darryl Flahavan | Southend United | England | 3 | |
| 17 | Mart Poom | Derby County | Estonia | 3 | |
| 18 | Steve Wilson | Macclesfield Town | England | 3 | |
| 19 | Jimmy Walker | Walsall | England | 3 | |
| 20 | Nikolaos Michopoulus | Burnley | Greece | 3 |
GC = Goals conceded