Synthesis complexity refers to the challenges and intricacies involved in creating catalysts. These challenges range from the initial design and selection of materials to the final steps of catalyst preparation and activation. Key factors include the choice of precursors, reaction conditions, and purification methods. Synthesis complexity can significantly impact the efficiency, selectivity, and stability of the resulting catalysts.