Form validation rules in Flutter run mostly on the device's CPU and have minimal impact on frame rate if implemented efficiently. Simple synchronous validations (like checking if a field is empty or matches a pattern) are very fast and do not affect the smoothness of UI animations or scrolling.
However, complex or asynchronous validations (such as server-side checks) can cause delays or jank if not handled properly. These should be done off the main UI thread or with proper loading indicators to maintain a smooth 60fps experience.
Memory usage for validation logic is negligible unless you store large validation states or error messages unnecessarily.