| Temporada | Equipo | Competición | PJ | G | A | Nota | ||
|---|---|---|---|---|---|---|---|---|
| 2026 | Zhejiang Professional | Super League | 5 | 0 | 0 | 0 | 0 | 6.6 |
| 2025 | Zhejiang Professional | Super League | 22 | 0 | 4 | 1 | 1 | 6.8 |
| 2024 | Zhejiang Professional | Super League | 24 | 2 | 3 | 1 | 0 | 7.0 |
| 2023 | Zhejiang Professional | Super League | 16 | 2 | 3 | 0 | 0 | 7.0 |
| 2022 | Zhejiang Professional | Super League | 28 | 1 | 4 | 5 | 0 | 7.1 |
| 2021 | Zhejiang Professional | Super League | 2 | 0 | 0 | 0 | 0 | 7.1 |
| 2021 | Zhejiang Professional | Jia League | 3 | 3 | 0 | 0 | 0 | – |
| 2020 | Zhejiang Professional | Super League | 2 | 0 | 0 | 0 | 0 | 6.6 |
| 2020 | Zhejiang Professional | Jia League | 1 | 1 | 0 | 0 | 0 | – |
| 2019 | Zhejiang Professional | Jia League | 4 | 4 | 0 | 0 | 0 | – |
| 2018 | Zhejiang Professional | Jia League | 2 | 2 | 0 | 0 | 0 | – |
| 2017 | Zhejiang Professional | Jia League | 2 | 2 | 0 | 0 | 0 | – |
| 2016 | Wuhan FC | Jia League | 1 | 1 | 0 | 0 | 0 | – |
| Total | 112 | 18 | 14 | 7 | 1 | – | ||
| Fecha | Desde | Hacia | Tipo | |
|---|---|---|---|---|
| - | Wuhan FC | Zhejiang Professional | Return from loan | |
| - | Zhejiang Professional | Wuhan FC | Loan | |
| - | Wuhan FC | Zhejiang Professional | Return from loan | |
| - | Zhejiang Professional | Wuhan FC | Loan |
J. Cheng career history shows progression across clubs and competitions, including club timeline, national team appearances and overall career totals.