Performance penalties in catalysis refer to the various factors that reduce the efficiency and effectiveness of a catalyst in a chemical reaction. These penalties can lead to reduced reaction rates, lower selectivity, and increased production costs. Understanding these penalties is crucial for optimizing catalytic processes.