Despite significant advancements in anticancer research, the performance statistics of current therapeutic regimens yield unsatisfactory outcomes. Issues such as high metastasis rates, drug resistance, limited efficacy, and severe side effects underscore the urgent need for safer and more effective strategies for tumor mitigation. One promising approach lies in the use of superparamagnetic iron oxide nanoparticles (SPIONs) for hybridized cancer therapy, leveraging their unique properties and functional versatility to enhance treatment efficacy and safety. They can serve as platforms for various therapeutic as well as diagnostic applications, enhancing imaging techniques such as magnetic resonance imaging. This paper presents an in-depth compilation of the application of nanoparticulate SPIONs amalgamates for multimodal cancer therapeutics. Physical phenomena such as light, heat, sound, and magnetism can be coupled to nanoparticulate delivery systems for developing targeted, precision medicine against cancer. Integration of noninvasive and effective platforms technologies such as photodynamic therapy, photothermal therapy, magnetic hyperthermia, and sonodynamic therapy hold great promise in counteracting the daunting challenges within cancer therapeutics.