Gas regenerative burner for aluminum melting furnace, including heat storage box and burner assembly, can effectively reduce heat loss on the basis of conventional melting and holding furnace, prevent oxidative burning loss caused by flame to metal, and improve the furnace chamber of melting and holding furnace. The heat transfer efficiency is improved, the emission of harmful gases and dust is reduced, and the overall performance of the melting and holding furnace is improved.