What distinguishes this study is its comparative evaluation of three mechanistically distinct generations of mTOR inhibitors, analyzed not only for their molecular effects but also for their impact on melanoma cell morphology, migration dynamics, and extracellular matrix remodeling. Here, MTOR is linked to melanoma.