Reversible control of ferroelectric polarization is essential to overcome the heterocatalytic kinetic limitation. This can be achieved by creating a surface with switchable electron density; however, owing to the rigidity of traditional ferroelectric oxides, achieving polarization reversal in piezocatalytic processes remains challenging. Herein, sub‐nanometer sized Hf0.5Zr0.5O2 (HZO) nanowires with a polymer‐like flexibility have been synthesized. Oxygen K‐edge X‐ray absorption spectroscopy (XAS) and negative spherical aberration‐corrected transmission electron microscope (NCS‐TEM) reveal an orthorhombic (Pca21) ferroelectric phase of the HZO sub‐nanometer wires (SNWs). The ferroelectric polarization of flexible HZO SNWs can be easily switched by slight external vibration, resulting in a dynamic modulation of the binding energy of adsorbates and thus breaking the “scaling relationship” during piezocatalysis. Consequently, the as‐synthesized ultrathin HZO nanowires display superb water‐splitting activity, with a H2 production rate of 25687 μmol g−1 h−1 under 40 kHz ultrasonic vibration, which is 235 and 41 times higher than those of non‐ferroelectric hafnium oxides and rigid BaTiO3 nanoparticles, respectively. More strikingly, the hydrogen production rates can reach 5.2 μmol g−1 h−1 by addition of stirring exclusively.This article is protected by copyright. All rights reserved