User input devices, such as gaming controllers, are provided herein. In one example, a system includes a movement calibration system configured to determine qualification zones that qualify peak excursions in movement data associated with manipulation of a control mechanism in one or more axes. The movement calibration system is configured to establish updates to the qualification zones based on changes in the movement data, where the updates bias drift of the qualification zones outward in the one or more axes. The movement calibration system is configured to determine calibrated movement data based at least on the updates to the qualification zones. The calibrated movement data can be provided for use in controlling one or more user interface elements with the control mechanism.