The proliferation of unmanned aerial systems (UAS) has reshaped industries ranging from logistics to public safety, demanding rigorous pilot training and strategic equipment selection. This study applies the hybrid SWARA-MOORA-3NAG decision-making model to identify the most suitable drones for