The performance of a catalyst is evaluated based on several parameters: activity, selectivity, and stability. Activity refers to the catalyst's ability to increase the reaction rate. Selectivity measures the catalyst's ability to direct the reaction towards a specific product. Stability indicates the catalyst's durability and resistance to deactivation over time.