In this study, GLP-1RAs were associated with cardiovascular, renal, and metabolic benefits in type 2 diabetes without increasing cancer risk, though gastrointestinal adverse events were common. Our findings support the clinical use of GLP-1RAs, with attention to individual risk profiles and treatment tolerability.