This signal-seeking study suggests that the addition of tiragolumab to atezolizumab and bevacizumab might be more clinically active than atezolizumab plus bevacizumab alone in unresectable hepatocellular carcinoma. Based on these data, further study of combination tiragolumab plus atezolizumab plus bevacizumab is warranted.