The CPI2 model, using 14 readily available clinical parameters, demonstrated improvement in discriminative accuracy compared with the IMDC model. This classification should be further validated in other trial and observational populations and be used to reanalyse heterogeneity of treatment effects of immune checkpoint inhibitor-based combination regimens in trials shaping the current and future treatment landscape.