The variations in cage volume and interaction angles further highlight the importance of precise structural optimization in ensuring effective drug delivery. The strong binding observed with Cu 2 L 4 cages and their lower energy states suggests their potential for enhanced drug retention and controlled release. These findings provide valuable insights into the design and selection of metallacages for optimized drug encapsulation and delivery systems.