| # | Player | Team | Nationality | Goals |
|---|---|---|---|---|
| 1. | Jay Rodriguez | West Bromwich | England | 4 |
| 2. | Kemar Roofe | Leeds | England | 3 |
| Martin Braithwaite | Middlesbrough | Denmark | 3 | |
| Matt Phillips | West Bromwich | Scotland | 3 | |
| Neal Maupay | Brentford | France | 3 | |
| Nick Powell | Wigan | England | 3 | |
| Ollie Watkins | Brentford | England | 3 | |
| 8. | Andreas Weimann | Bristol City | Austria | 2 |
| Benik Afobe | Stoke | England | 2 | |
| Billy Sharp | Sheffield United | England | 2 | |
| Bradley Dack | Blackburn | England | 2 | |
| Britt Assombalonga | Middlesbrough | Democratic Republic of the Congo | 2 | |
| Fernando Forestieri | Sheffield Wednesday | Italy | 2 | |
| Hal Robson-Kanu | West Bromwich | Wales | 2 | |
| Harvey Barnes | West Bromwich | England | 2 | |
| Hillal Soudani | Nottingham Forest | Algeria | 2 | |
| Jordan Rhodes | Norwich | Scotland | 2 | |
| Josh Magennis | Bolton | Northern Ireland | 2 | |
| Lee Gregory | Millwall | England | 2 | |
| Mateusz Klich | Leeds | Poland | 2 | |
| Michael Jacobs | Wigan | England | 2 | |
| Onel Hernandez | Norwich | Germany | 2 | |
| Tom Lawrence | Derby | Wales | 2 | |
| Yanic Wildschut | Bolton | Netherlands | 2 |