Ratio of model predictions to data for p$-$Pb collisions at various energies. The upper panels show it for the multiplicity distributions (left) and their KNO-scaling form (right), the bottom panels represent $\langle \pt \rangle$ (left) and $\sigma(\pt)$ (right). The semi-transparent bands indicate the relative systematic uncertainties of the data.