| Players | Clubs | Position | Total | Goals | A |  |
 |
 |
Start | Sub | CO | Off | Pen S | Pen SV | Pen M | Pen C | OG | More |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Thierry Henry | Arsenal | Forward | 12 | 3 | 4 | 2 | 0 | 0 | 12 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | |
| Nwankwo Kanu | Arsenal | Forward | 12 | 2 | 1 | 0 | 0 | 0 | 10 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | |
| Fredrik Ljungberg | Arsenal | Midfielder | 11 | 2 | 0 | 2 | 0 | 0 | 9 | 3 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | |
| Sylvain Wiltord | Arsenal | Forward | 11 | 1 | 1 | 0 | 0 | 0 | 1 | 11 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Patrick Vieira | Arsenal | Midfielder | 10 | 0 | 0 | 2 | 0 | 0 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Robert Pires | Arsenal | Midfielder | 10 | 1 | 1 | 0 | 0 | 0 | 9 | 1 | 1 | 8 | 0 | 0 | 0 | 0 | 0 | |
| Lee Dixon | Arsenal | Defender | 9 | 1 | 0 | 1 | 0 | 0 | 9 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Etame-Mayer Lauren | Arsenal | Midfielder | 9 | 1 | 0 | 2 | 0 | 0 | 5 | 4 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Gilles Grimandi | Arsenal | Defender | 8 | 0 | 0 | 1 | 0 | 0 | 8 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
| David Seaman | Arsenal | Goalkeeper | 8 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | |
| Oleg Luzhniy | Arsenal | Defender | 8 | 0 | 0 | 0 | 0 | 0 | 8 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Ray Parlour | Arsenal | Midfielder | 8 | 1 | 0 | 3 | 0 | 0 | 7 | 3 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Martin Keown | Arsenal | Defender | 7 | 2 | 0 | 4 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Silvinho | Arsenal | Defender | 7 | 2 | 1 | 0 | 0 | 0 | 6 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Ashley Cole | Arsenal | Defender | 7 | 0 | 1 | 2 | 0 | 0 | 6 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Nelson Vivas | Arsenal | Defender | 7 | 0 | 0 | 1 | 0 | 0 | 3 | 9 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Tony Adams | Arsenal | Defender | 6 | 0 | 0 | 1 | 0 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Dennis Bergkamp | Arsenal | Forward | 5 | 1 | 3 | 0 | 0 | 0 | 3 | 3 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | |
| Alex Manninger | Arsenal | Goalkeeper | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Stuart Taylor | Arsenal | Goalkeeper | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| John Lukic | Arsenal | Goalkeeper | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Matthew Upson | Arsenal | Defender | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Paulo Vernazza | Arsenal | Midfielder | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Edu | Arsenal | Midfielder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Alberto Mendez | Arsenal | Midfielder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Graham Barrett | Arsenal | Forward | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Stefan Malz | Arsenal | Midfielder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Rhys Weston | Arsenal | Defender | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Christopher Wreh | Arsenal | Forward | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Jermaine Pennant | Arsenal | Midfielder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
A = Assists,
CS = Clean sheets Full
Sub = Started as a sub,
CO = Came on,
Off = Taken off,
S = Scored,
M = Missed,
Total = Total appearances,
OG = Own goals.