Robotic pancreaticoduodenectomy (RPD) is used more commonly, but this surge is mostly based on observational data. This meta-analysis aimed to compare the short-term outcomes between RPD and open pancreaticoduodenectomy (OPD) using data collected from randomized controlled trials (RCTs) and propensity score-matched (PSM) studies. We searched PubMed, Cochrane Library, Embase, and Web of Science databases for RCTs and PSM studies comparing RPD and OPD. Risk ratios (RRs) and mean differences (MDs) with 95% confidence intervals (CIs) were calculated. Twenty-four studies, encompassing two RCTs and 22 PSM studies, were included, with a total of 9393 patients (RPD group: 3919 patients; OPD group: 5474 patients). Although RPD was associated with a longer operative time (MD, 61.61min), patients may benefit from reduced blood loss (MD, -154.05mL), shorter length of stay (MD, -1.60d), lower blood transfusion rate (RR, 0.85), and wound infection rate (RR, 0.61). There were no significant differences observed in 30-day readmission (RR, 0.99), 90-day mortality (RR, 0.97), overall morbidity (RR, 0.88), major complications (RR, 1.01), reoperation (RR, 1.08), bile leak (RR, 1.01), chylous leak (RR, 0.98), postoperative pancreatic fistula (RR, 0.97), postpancreatectomy hemorrhage (RR, 1.15), delayed gastric emptying (RR, 0.88), number of harvested lymph nodes (MD, -0.12), and R0 resection (RR, 1.01) between the groups. Although some short-term outcomes were similar between RPD and OPD, RPD exhibited reduced intraoperative blood loss, shorter hospital stays, lower wound infection, and blood transfusion rates. In the future, RPD may become a safe and effective alternative to OPD.