Background/Aim: Malignant obstructive jaundice (MOJ) is a common condition caused by several primary and secondary cancers. We performed a systematic review and meta-analysis to investigate technical success rate and safety of percutaneous transhepatic biliary drainage (PTBD) versus endoscopic biliary drainage (EBD) in MOJ. Materials and Methods: Relevant trials were identified by searching electronic databases and conference meetings. We included thirteen retrospective studies and four randomized controlled trials, with PTBD performed in 2353 patients and EBD in 8178 patients. Outcomes of interest included: technical success rate, overall complications, 30-day mortality rate and risk of bleeding, pancreatitis, cholangitis and tube dislocation. Results: The differences in technical success rate, total complications, 30-day mortality rate and tube dislocation were not statistically significant between the two groups. Patients receiving PTBD showed a lower risk of pancreatitis (OR=0.14, 95%CI=0.06-0.31) and cholangitis (OR=0.52, 95%CI=0.30-0.90) when compared to EBD while PTBD was associated with higher risk of bleeding (OR=1.78; 95%CI=1.32-2.39). Conclusion: Our meta-analysis indicates the presence of some advantages and limits for both PTBD and EBD. We highlight the paucity of quality-of-life data, a vital element which should be carefully pondered in future studies and in choosing the optimal technique in patients with MOJ.