Atezolizumab plus bevacizumab and lenvatinib have not been compared in a randomized controlled trial. We conducted a retrospective multi-center study to compare the clinical efficacy and safety of lenvatinib and atezolizumab with bevacizumab as a first-line treatment for patients with unresectable HCC in the real-world scenario.