| 1 | BergsonPenalty goals: 2 | Johor Darul Ta'zim | 27 |
| 3 | JairoPenalty goals: 0 | Johor Darul Ta'zim | 14 |
| 8 | Oscar ArribasPenalty goals: 0 | Johor Darul Ta'zim | 10 |
| 17 | Arif AimanPenalty goals: 0 | Johor Darul Ta'zim | 7 |
| 20 | Joao FigueiredoPenalty goals: 0 | Johor Darul Ta'zim | 6 |
| 20 | Stuart WilkinPenalty goals: 0 | Johor Darul Ta'zim | 6 |
| 33 | Jon IrazabalPenalty goals: 0 | Johor Darul Ta'zim | 4 |
| 33 | Marcos GuilhermePenalty goals: 0 | Johor Darul Ta'zim | 4 |
| 33 | TetoPenalty goals: 0 | Johor Darul Ta'zim | 4 |
| 44 | Ager AketxePenalty goals: 0 | Johor Darul Ta'zim | 3 |
| 44 | Antonio CristianPenalty goals: 0 | Johor Darul Ta'zim | 3 |
| 44 | Eddy IsrafilovPenalty goals: 0 | Johor Darul Ta'zim | 3 |