Let psi be a holomorphic map of the upper half-plane Pi(+) and phi be a holomorphic self-map of Pi(+). We characterize bounded weighted composition operators acting between growth spaces of the upper half-plane. Under some conditions on phi and psi, we also characterize compact weighted composition operators between growth spaces of the upper half-plane.