Tetrandrine (TET), a natural bisbenzyl isoquinoline alkaloid extracted from Stephania tetrandra Moore, has diverse pharmacological effects. However, its effects on melanoma remain unclear. Cellular proliferation assays, multi-omics analyses, and xenograft models were used to determine the effect of TET on melanoma. The direct target of TET was identified using biotin-TET pull-down LC/MS, cellular thermal shift assays, and isothermal titration calorimetry (ITC) analysis. Our findings revealed that TET treatment induced robust cellular autophagy dependent on ATF6-mediated endoplasmic reticulum (ER) stress. Simultaneously, it hindered autophagic flux by inducing cytoskeletal protein depolymerization in melanoma cells. TET treatment resulted in excessive accumulation of reactive oxygen species (ROS) and simultaneously triggered mitophagy. Sirtuin 5 (SIRT5) was ultimately found to be a direct target of TET. Mechanistically, TET led to the degradation of SIRT5 via the ubiquitin-26s proteasome system. SIRT5 knockdown induced ROS accumulation, whereas SIRT5 overexpression attenuated the TET-induced ROS accumulation and autophagy. Importantly, TET exhibited anti-cancer effects in xenograft models that relied on SIRT5 expression. This study highlights the potential of TET as an antimelanoma agent that targets SIRT5. These findings provide a promising avenue for the use of TET in melanoma treatment and underscore its potential as a therapeutic candidate.