In the lab, catalysts are evaluated based on several key parameters, including activity, selectivity, stability, and recyclability. Activity refers to the rate at which a catalyst converts reactants to products. Selectivity measures the catalyst's ability to produce the desired product over undesired by-products. Stability assesses the catalyst's resistance to deactivation over time, while recyclability looks at how well the catalyst can be recovered and reused in multiple reaction cycles.