Eighty-six patients were treated with PD-1 inhibitors only (n = 54 for pembrolizumab, n = 32 for nivolumab)...Patients with elevated CRP and LDH and a REC <1.5% were at highest risk for disease progression and death (p = 0.001). Blood markers predict survival in metastatic UM treated with immune checkpoint blockade.