The Purcellville Cannons joined the Valley Baseball League in 2016. They were previously the Charles Town Cannons and before that the Luray Wranglers.
| Year | Record | Manager | Playoffs |
|---|---|---|---|
| 2016 | 19-23 | Brett Fuller | 1st Round |
| 2017 | 26-16 | Brett Fuller | 1st Round |
| 2018 | 25-17 | Brett Fuller | 1st Round |
| 2019 | 15-27 | Brett Fuller | |
| 2021 | 12-29 | Brett Fuller |
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