In 1946, radioactive iodine 131 was first used for the treatment of differentiated thyroid cancer. However, the limitations of early nuclear medicine technology, the lack of specificity, the efficacy of nuclide therapy, and its adverse effects have limited its widespreadly clinical application. In recent years, scientists and clinicians have linked radioisotopes to targeted parts (tumor-specific small molecules, peptides, or antibodies) to develop safe and effective nuclear drugs. Ra-223, Lutathera (lutetium-177), and Pluvicto (¹⁷⁷Lu-PSMA-617) have been successfully used in clinical treatment. Radioligand therapy has gradually shown good efficacy in different tumors. This paper focuses on the current situation of the application of therapeutic radioligand drugs in advanced malignant tumors and the latest research results and treatment strategies to achieve more accurate and personalized treatment methods, thereby to improve the curative effect, and reduce adverse reactions.