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| Player | Team | Goals |
|---|---|---|
| H. Kane | Tottenham | 25 |
| J. Vardy | Leicester | 24 |
| S. Agüero | Manchester City | 24 |
| R. Lukaku | Everton | 18 |
| R. Mahrez | Leicester | 17 |
| O. Giroud | Arsenal | 16 |
| O. Ighalo | Watford | 16 |
| J. Defoe | Sunderland | 15 |
| T. Deeney | Watford | 13 |
| A. Sánchez | Arsenal | 13 |
| Diego Costa | Chelsea | 12 |
| A. Ayew | Swansea | 12 |
| G. Pellè | Southampton | 11 |
| M. Arnautović | Stoke City | 11 |
| S. Mané | Southampton | 11 |
| G. Wijnaldum | Newcastle | 11 |
| A. Martial | Manchester United | 11 |
| G. Sigurðsson | Swansea | 11 |
| D. Alli | Tottenham | 10 |
| Roberto Firmino | Liverpool | 10 |
| S. Long | Southampton | 10 |
| D. Payet | West Ham | 9 |
| A. Mitrović | Newcastle | 9 |
| C. Benteke | Liverpool | 9 |
| A. Carroll | West Ham | 9 |
| S. Rondón | West Brom | 9 |
| D. Tadić | Southampton | 8 |
| R. Barkley | Everton | 8 |
| W. Rooney | Manchester United | 8 |
| Philippe Coutinho | Liverpool | 8 |