Use a meaningful baseline
Compare the proposed controller with the existing approach or another useful reference. Make the performance criteria and implementation constraints explicit.
Test the variation that matters
Explore changing loads, parameter uncertainty, actuator limits, and sensor behavior across the intended operating envelope.
Plan the handover early
Calibration effort, computational demand, and maintainability belong in the evaluation. The final method should be practical for the team that will own it.