| Players | Clubs | Position | Total | Goals | A |  |
 |
 |
Start | Sub | CO | Off | Pen S | Pen SV | Pen M | Pen C | OG | More |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Olivier Giroud | Arsenal | Forward | 38 | 16 | 6 | 2 | 0 | 0 | 26 | 12 | 12 | 8 | 1 | 0 | 0 | 0 | 1 | |
| Nacho Monreal | Arsenal | Defender | 37 | 0 | 3 | 1 | 0 | 0 | 36 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Hector Bellerin | Arsenal | Defender | 36 | 1 | 7 | 3 | 0 | 0 | 36 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Mesut Ozil | Arsenal | Midfielder | 35 | 6 | 19 | 4 | 0 | 0 | 35 | 0 | 0 | 14 | 0 | 0 | 0 | 0 | 0 | |
| Petr Cech | Arsenal | Goalkeeper | 34 | 0 | 0 | 0 | 0 | 0 | 34 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | |
| Laurent Koscielny | Arsenal | Defender | 33 | 4 | 0 | 3 | 0 | 0 | 33 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Aaron Ramsey | Arsenal | Midfielder | 31 | 5 | 5 | 4 | 0 | 0 | 29 | 3 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Alexis Sanchez | Arsenal | Forward | 30 | 13 | 5 | 1 | 0 | 0 | 28 | 2 | 2 | 12 | 0 | 0 | 0 | 0 | 0 | |
| Theo Walcott | Arsenal | Forward | 28 | 5 | 3 | 0 | 0 | 0 | 15 | 18 | 13 | 13 | 0 | 0 | 0 | 0 | 0 | |
| Francis Coquelin | Arsenal | Midfielder | 26 | 0 | 1 | 6 | 1 | 0 | 21 | 6 | 5 | 8 | 0 | 0 | 0 | 0 | 0 | |
| Per Mertesacker | Arsenal | Defender | 24 | 0 | 0 | 1 | 0 | 1 | 24 | 7 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Alex Oxlade-Chamberlain | Arsenal | Midfielder | 22 | 1 | 0 | 0 | 0 | 0 | 9 | 14 | 13 | 8 | 0 | 0 | 0 | 0 | 0 | |
| Gabriel Paulista | Arsenal | Defender | 21 | 1 | 0 | 4 | 0 | 1 | 18 | 17 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Joel Campbell | Arsenal | Forward | 19 | 3 | 2 | 0 | 0 | 0 | 11 | 19 | 8 | 10 | 0 | 0 | 0 | 0 | 0 | |
| Mathieu Flamini | Arsenal | Midfielder | 16 | 0 | 0 | 3 | 0 | 0 | 12 | 8 | 4 | 3 | 0 | 0 | 0 | 0 | 0 | |
| Santi Cazorla | Arsenal | Midfielder | 15 | 0 | 3 | 3 | 1 | 0 | 15 | 2 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | |
| Kieran Gibbs | Arsenal | Defender | 15 | 1 | 0 | 0 | 0 | 0 | 3 | 29 | 12 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Alex Iwobi | Arsenal | Forward | 13 | 2 | 2 | 0 | 0 | 0 | 8 | 13 | 5 | 7 | 0 | 0 | 0 | 0 | 0 | |
| Calum Chambers | Arsenal | Defender | 12 | 0 | 0 | 2 | 0 | 0 | 2 | 27 | 10 | 0 | 0 | 0 | 0 | 0 | 1 | |
| Mohamed Elneny | Arsenal | Midfielder | 11 | 0 | 1 | 3 | 0 | 0 | 9 | 6 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | |
| Danny Welbeck | Arsenal | Forward | 11 | 4 | 2 | 0 | 0 | 0 | 7 | 5 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | |
| Mikel Arteta | Arsenal | Midfielder | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 13 | 9 | 1 | 0 | 0 | 0 | 0 | 1 | |
| David Ospina | Arsenal | Goalkeeper | 4 | 0 | 0 | 0 | 0 | 0 | 4 | 30 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Jack Wilshere | Arsenal | Midfielder | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Mathieu Debuchy | Arsenal | Defender | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 15 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Jeff Reine-Adelaide | Arsenal | Forward | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Matt Macey | Arsenal | Goalkeeper | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 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.