ObjectivesThis study systematically assessed the efficacy and safety of 15 incretin-based therapies (IBTs) for type 2 diabetes mellitus (T2DM), including mono- (GLP-1RA), dual- (GIP/GLP-1RA or GLP-1/GCGR), and triple- (GIP/GLP-1/GCGR) receptor agonists, and explored how dosage and treatment duration affect clinical outcomes to support individualized treatment decisions.MethodsA systematic review and Bayesian network meta-analysis were performed following PRISMA 2020 and PRISMA-NMA guidelines (PR