Universality cost of non-Gaussian enhancement in continuous-variable quantum teleportation: A fidelity, deviation trade-off Improving the average success of quantum teleportation invariably reduces the consistency of results, revealing a fundamental limitation in performance. Any attempt to raise fidelity through input filtering generically increases deviation, demonstrating a quantifiable trade-off between quality and uniformity. Displacement covariant channels, however, achieve zero deviation