e16136 Background: Multiple immune checkpoint inhibitor (ICI) based regimens have shown better responses and survival rates than previously used sorafenib/lenvatinib in advanced hepatocellular carcinoma (HCC). However, there was no direct comparison done among different ICI-based regimens. This network meta-analysis focuses on the efficacy of different ICI-based regimens in advanced HCC as first-line therapy. Methods: A comprehensive literature search was performed on PubMed, and Embase from the inception of data till 12/30/2023 with keywords for “Hepatocellular carcinoma” AND “Immune Checkpoint Inhibitors”. We screened 5120 articles and included 8 randomized clinical trials (RCTs, N = 5834). “R” software and netmeta package was used to conduct this network meta-analysis. Atezolizumab + cabozantinib was randomly chosen as the comparator group. Results: 2208 patients were treated with ICI-based two-drug regimens, 1102 patients were treated with ICI monotherapy, 1937 patients were treated with sorafenib, and 399 patients were treated with lenvatinib. Overall survival (OS) was 0.63 (0.43-0.93), 0.64 (0.43-0.98), and 0.69 (0.48-0.99) in favor of sintilimab + bevacizumab, atezolizumab + bevacizumab, and camrelizumab + rivoceranib, respectively, as compared to atezolizumab + cabozantinib. Progression free survival (PFS) was 0.83 (0.54-1.27), 0.89 (0.58-1.35), and 0.94 (0.61-1.45) in favor of camrelizumab + rivoceranib, sintilimab + bevacizumab, and atezolizumab + bevacizumab, respectively, as compared to atezolizumab + cabozentinib. Odds ratio of overall response rate (ORR) 2.03 (0.67-6.13), 1.7 (0.65-4.43), and 1.46 (0.58-3.67) in favor of sintilimab + bevacizumab, camrelizumab + rivoceranib, and tremlimumab + durvalumab, respectively, as compared to atezolizumab + cabozantinib. P-scores for each regimen are in Table. Conclusions: Among ICI combinations, better survival and response rates were reported with sintilimab + bevacizumab, atezolizumab + bevacizumab, and camrelizumab + rivoceranib. Therefore, these regimens should be preferred for treatment of advanced HCC as first line therapy in patients who can tolerate these regimens. [Table: see text]