Amorphous matrix-integrated Si nanocomposites were developed as high-performance anodes for Li-ion batteries (LIBs) and all-solid-state Li-ion batteries (ASSLIBs). Amorphous Ni3ZnSi2 was employed as the elastic and conductive matrix because its unique crystal structure readily undergoes amorphization during high-energy milling, yielding a Si/a-Ni3ZnSi2 nanocomposite in which Si nanocrystallites are uniformly encapsulated within the amorphous Ni3ZnSi2 matrix. The amorphous Ni3ZnSi2 matrix provides elastic recovery, high ionic/electronic conductivity, and effective buffering against large volume changes, thereby preserving electrode integrity during cycling. Incorporating a conductive graphite framework further produced dual-matrix Si/a-Ni3ZnSi2/G nanocomposites, where the amorphous Ni3ZnSi2 and graphite frameworks synergistically enhance charge transport and mitigate mechanical stress. The Si/a-Ni3ZnSi2/G anode exhibited high initial Coulombic efficiency, high-rate capability, and long-term cycling stability in both LIBs and ASSLIBs. In LIB full cells comprising a Si/a-Ni3ZnSi2/G anode and a LiNi0.8Co0.1Mn0.1O2 (NCM811) cathode, an energy density of 377.7 Wh kg-1 was achieved with stable cycling performance and high-rate capability. In ASSLIB configurations with Li6PS5Cl solid electrolytes, the full cell delivered energy densities exceeding 300 Wh kg-1 while maintaining electrochemical stability across wide ranges of temperature and current density. These findings highlight the scalability and potential applicability of Si/a-Ni3ZnSi2/G nanocomposites as next-generation anode materials for both LIBs and ASSLIBs.