In this paper, we prove the weighted Lorentz and weighted Orlicz estimates for the weak solutions to the higher-order parabolic systems with the leading coefficients satisfying a small bounded mean oscillation (BMO) norm condition. As a by-product, we obtain the weighted estimates for the higher-order elliptic systems.