Regulating the Zn deposition orientation is an efficient way to suppress Zn dendrites and stabilize Zn anodes in aqueous Zn ion batteries (ZIBs). Few studies have been conducted to control Zn(002) deposition by altering the Zn²⁺ solvation structure with a cosolvent. Herein, the bifunctional high-polarity cosolvent hexamethylphosphoramide (HMPA) is proposed in an aqueous electrolyte. It not only suppresses the H₂ evolution reaction via the reshaped Zn²⁺ solvation structure with decreased H₂O activity but also induces Zn(002) deposition with a hexagonal-close-packed morphology due to the strong absorption ability of HMPA to Zn(002). With the optimized electrolyte, Zn dendrites and the HER are suppressed and an ultralong cycle life of 1500 cycles with 99.6% Coulombic efficiency is achieved in Zn||Cu cells. Zn||NH₄V₅O₁₀ and Zn||polyaniline full cells exhibit improved cycling performances compared to that of the bare electrolyte. Our finding provides a feasible and promising way to stabilize Zn anodes and promote the commercial application of ZIBs.