Currently, several randomized controlled trials (RCTs) have been conducted to investigate the efficacy of combining immune checkpoint inhibitors (ICIs) with chemotherapy as a first-line treatment for advanced or recurrent endometrial cancer; however, the optimal treatment strategy remains undetermined. A comprehensive search of online databases was conducted to identify RCTs published until December 31, 2023. Network meta-analysis was performed to evaluate PFS, OS, TRAEs, irAEs, and the ranking of different treatment regimens. A total of 2702 patients from five RCTs (six reports) were included in the analysis. The combination therapy of ICIs significantly prolonged PFS (HR = 0.69, 95%CI 0.63-0.76, p < 0.0001) and OS (HR = 0.73, 95%CI 0.63-0.85, p < 0.0001) in the overall population. Among the different ICIs combinations evaluated, Durva-Olap-CP exhibited superior efficacy for both PFS and OS outcomes. In the pMMR population, both Durva-Olap-CP and Pembro-CP significantly reduced the risk of disease progression or death compared to Avelu-CP and Atezo-CP treatments; however, no significant differences were observed among various ICI combination therapies in patients with dMMR. In the dMMR population, Dostar-CP demonstrates a 42.2% probability of achieving first rank in terms of PFS, whereas in the pMMR population, Pembro-CP exhibits a 60% likelihood of securing the top position. Importantly, the toxicity associated with ICIs combination therapy was manageable and well-tolerated. The combination of ICIs and chemotherapy as first-line treatment for advanced or recurrent endometrial cancer has demonstrated superior survival outcomes compared to chemotherapy alone. Durva-Olap-CP exhibited the most favorable PFS and OS benefits in the overall population. In patients with dMMR, Dostar-CP showed the greatest improvement in PFS, while Pembro-CP demonstrated the most pronounced PFS benefit in patients with pMMR.