| Temporada | Equipo | Competición | PJ | G | A | Nota | ||
|---|---|---|---|---|---|---|---|---|
| 2025/2026 | Accrington | FA Cup | 2 | 1 | 0 | 0 | 0 | – |
| 2025/2026 | Accrington | EFL Trophy | 2 | 0 | 0 | 0 | 0 | 6.3 |
| 2025/2026 | Accrington | EFL Cup | 2 | 0 | 0 | 0 | 0 | 6.2 |
| 2023/2024 | Chester | FA Trophy | 1 | 0 | 0 | 0 | 0 | – |
| 2023/2024 | Chester | FA Cup | 4 | 2 | 0 | 1 | 0 | – |
| 2022/2023 | Chester | FA Trophy | 1 | 0 | 0 | 0 | 0 | – |
| 2022/2023 | Shrewsbury | EFL Trophy | 3 | 0 | 0 | 1 | 0 | – |
| 2022/2023 | Shrewsbury | EFL Cup | 2 | 0 | 1 | 0 | 0 | 6.8 |
| 2021/2022 | Shrewsbury | FA Cup | 1 | 0 | 0 | 0 | 0 | – |
| 2021/2022 | Shrewsbury | EFL Trophy | 1 | 0 | 0 | 0 | 0 | 6.3 |
| 2020/2021 | Shrewsbury | EFL Trophy | 2 | 0 | 0 | 0 | 0 | 6.7 |
| Total | 21 | 3 | 1 | 2 | 0 | – | ||
| Fecha | Desde | Hacia | Tipo | |
|---|---|---|---|---|
| - | Hartlepool | Accrington | Return from loan | |
| 02 nov 2026 | Accrington | Hartlepool | Loan | |
| - | Chester | Accrington | Transfer | |
| 07 ene 2023 | Shrewsbury | Chester | Free agent | |
| - | Chester | Shrewsbury | Return from loan | |
| - | Shrewsbury | Chester | Loan |
C. Caton career history shows progression across clubs and competitions, including club timeline, national team appearances and overall career totals.