| Players | Clubs | Position | Total | Goals | A |  |
 |
 |
Start | Sub | CO | Off | Pen S | Pen SV | Pen M | Pen C | OG | More |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alexis Sanchez | Arsenal | Forward | 38 | 24 | 11 | 6 | 0 | 0 | 36 | 2 | 2 | 8 | 2 | 0 | 1 | 0 | 0 | |
| Nacho Monreal | Arsenal | Defender | 36 | 0 | 2 | 5 | 0 | 0 | 35 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Petr Cech | Arsenal | Goalkeeper | 35 | 0 | 0 | 2 | 0 | 0 | 35 | 0 | 0 | 1 | 0 | 0 | 0 | 9 | 1 | |
| Laurent Koscielny | Arsenal | Defender | 33 | 2 | 0 | 4 | 0 | 1 | 33 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Mesut Ozil | Arsenal | Midfielder | 33 | 8 | 9 | 2 | 0 | 0 | 32 | 1 | 1 | 8 | 0 | 0 | 0 | 0 | 0 | |
| Hector Bellerin | Arsenal | Defender | 33 | 1 | 4 | 4 | 0 | 0 | 27 | 7 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Granit Xhaka | Arsenal | Midfielder | 32 | 2 | 2 | 5 | 0 | 2 | 28 | 5 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | |
| Francis Coquelin | Arsenal | Midfielder | 29 | 0 | 0 | 5 | 0 | 0 | 22 | 13 | 7 | 13 | 0 | 0 | 0 | 0 | 0 | |
| Alex Oxlade-Chamberlain | Arsenal | Midfielder | 29 | 2 | 7 | 1 | 0 | 0 | 16 | 17 | 13 | 11 | 0 | 0 | 0 | 0 | 0 | |
| Olivier Giroud | Arsenal | Forward | 29 | 12 | 3 | 2 | 0 | 0 | 11 | 21 | 18 | 7 | 0 | 0 | 0 | 0 | 0 | |
| Theo Walcott | Arsenal | Forward | 28 | 10 | 2 | 1 | 0 | 0 | 23 | 9 | 5 | 13 | 0 | 0 | 1 | 0 | 0 | |
| Shkodran Mustafi | Arsenal | Defender | 26 | 2 | 2 | 11 | 0 | 0 | 26 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Alex Iwobi | Arsenal | Forward | 26 | 3 | 3 | 1 | 0 | 0 | 18 | 17 | 8 | 14 | 0 | 0 | 0 | 0 | 0 | |
| Aaron Ramsey | Arsenal | Midfielder | 23 | 1 | 4 | 3 | 0 | 0 | 13 | 11 | 10 | 3 | 0 | 0 | 0 | 0 | 0 | |
| Gabriel Paulista | Arsenal | Defender | 19 | 0 | 0 | 6 | 0 | 0 | 15 | 17 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Danny Welbeck | Arsenal | Forward | 16 | 2 | 2 | 0 | 0 | 0 | 8 | 8 | 8 | 6 | 0 | 0 | 0 | 0 | 0 | |
| Mohamed Elneny | Arsenal | Midfielder | 14 | 0 | 1 | 1 | 0 | 0 | 8 | 20 | 6 | 6 | 0 | 0 | 0 | 0 | 0 | |
| Kieran Gibbs | Arsenal | Defender | 11 | 0 | 1 | 3 | 0 | 0 | 8 | 23 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | |
| Lucas | Arsenal | Forward | 11 | 1 | 0 | 0 | 0 | 0 | 2 | 15 | 9 | 2 | 0 | 0 | 0 | 0 | 0 | |
| Rob Holding | Arsenal | Defender | 9 | 0 | 0 | 3 | 0 | 0 | 9 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Santi Cazorla | Arsenal | Midfielder | 8 | 2 | 2 | 2 | 0 | 0 | 7 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | |
| Emiliano Martinez | Arsenal | Goalkeeper | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | |
| David Ospina | Arsenal | Goalkeeper | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 33 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Jack Wilshere | Arsenal | Midfielder | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Calum Chambers | Arsenal | Defender | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Carl Jenkinson | Arsenal | Defender | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Mathieu Debuchy | Arsenal | Defender | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | |
| Ainsley Maitland-Niles | Arsenal | Midfielder | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Per Mertesacker | Arsenal | Defender | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Jeff Reine-Adelaide | Arsenal | Forward | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Matt Macey | Arsenal | Goalkeeper | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Chuba Akpom | Arsenal | Forward | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 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.