The complexity of quantum simulations does not arise from entanglement alone. The key aspect of the complexity of the quantum state is shown to be related to non-stabilizerness or magic. The Gottesman-Knill theorem shows that even some highly entangled states can be simulated efficiently. Therefore, magic is a resource and represents the amount of non-Clifford operations (e.g. T-gates) needed to prepare a quantum state. We demonstrate, using Stabilizer Renyi Entropy, that degenerate quantum many-body grounds states with nonzero lattice momentum admit an increment of magic compared to a state with zero momentum. We quantify this increment analytically and show how finite momentum does not only increase the long-range entanglement but also leads to a change in magic. Additionally, we provide a connection between the W state and its generalizations, frequently discussed in the quantum information community, and ground states of frustrated spin chains.