Pancreatic cancer presents a formidable challenge in oncology, marked by its aggressive behavior and dismal prognosis. Despite a surge in global diagnoses, particularly in affluent nations, mortality data remain scarce in low-income countries due to limited access to diagnostic tools. The five-year survival rate remains dismally low, hovering around 6-8%, emphasizing the urgent need for innovative treatment strategies. In patients with resectable and borderline resectable pancreatic cancer, both neoadjuvant/perioperative mFOLFIRINOX and gemcitabine-nab-paclitaxel (GEM-Abraxane) have shown comparable median overall survival (23-25 months) and R0 resection rates (64-80%) in the SWOG S1505 trial. While mFOLFIRINOX demonstrates a modest progression-free survival benefit in metastatic settings, GEM-Abraxane remains a viable alternative, particularly in patients with borderline performance status. Metastasis, particularly in the lungs, is a common occurrence in pancreatic cancer, significantly impacting patient survival. Furthermore, bone metastasis, although less frequent, poses significant challenges and adversely affects outcomes. While the oncogene remains a dominant mutation, recent studies have identified additional actionable mutations (e.g., , , and fusions) that offer potential targets for precision therapy. Bispecific antibodies, such as anti-CD3/mesothelin and CD3/claudin-18.2, have demonstrated potent cytotoxic activity in preclinical pancreatic cancer models and are progressing into early-phase clinical trials. Innovative therapies, such as combination regimens and precision medicine approaches, show promise in improving outcomes for patients with advanced pancreatic cancer. The efficacy of novel agents targeting specific molecular pathways, including CLDN18.2 and PDGFRα, is currently being evaluated in early-phase trials (e.g., CT041, IMAB362). Additionally, metabolic interventions and immunotherapies aimed at modulating the tumor microenvironment hold significant potential to enhance treatment efficacy. While pancreatic cancer remains a formidable adversary, recent advancements in therapeutic strategies offer hope for improving patient outcomes by leveraging cutting-edge technologies and fostering collaborative research endeavors. This literature review focuses on the latest clinical trial results of novel therapies that have emerged for the management of pancreatic cancer.