Metrics and ExperimentationProduct Sense

How would you design an experiment to definitively prove if feature X is better than feature Y?

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Interview question asked to Data Scientists interviewing at SwiftKey, Ticketmaster, YouTube and other companies. Original question asked: How would you design an experiment to definitively prove if feature X is better than feature Y?.