The invention provides a low-nitrogen double-heat-storage natural gas burner, and relates to the field of industrial heating furnace burners. The low-nitrogen-based double-heat-storage natural gas burner comprises a furnace body, wherein the interior of the furnace body is divided into a hearth area B and a hearth area A, two high-temperature heat storage chambers are symmetrically arranged at the top of the furnace body and communicated with the hearth area B and the hearth area A correspondingly, and medium-temperature heat storage chambers are fixedly connected to the tops of the two high-temperature heat storage chambers correspondingly. According to the low-nitrogen double-heat-storage natural gas burner, the heating technology is further optimized, the gap between energy conservation, emission reduction and the like and the international advanced level is reduced, and the development of a heating furnace has a sustainable development road with high technological content, good economic benefit, low energy consumption and less environmental pollution.