The utility model relates to a burner with a nozzle of a swirl injection pre-combustion chamber arranged in a circular and staggered mode, which can effectively solve the predominant problems of uneven mixing of coal gas and air, insufficient combustion, low combustion temperature, short service life, and the like of a hot blast stove gas burner in the combustion process. The burner has the structure that an air inlet is arranged on the outer sidewall of the wall body of the pre-combustion chamber; an air distribution loop communicated with the air inlet is arranged in the wall body of the pre-combustion chamber; the wall body of the pre-combustion chamber is provided with an air nozzle; a coal gas inlet pipe and a coal gas distribution loop inside the wall body are arranged on the sidewall of the wall body of the pre-combustion chamber on the lower part of an air inlet pipe; the coal gas distribution loop are provided with communicated coal gas nozzles; the coal gas nozzle and the air nozzle are arranged in the circular and staggered mode and are connected end to end; the central lines of the coal gas nozzles tilt upwards along the horizontal direction and points to the center of the pre-combustion chamber on the upper part of a furnace cavity; and the lower part of the wall body of the pre-combustion chamber and the lower part of the wall body of a combustion chamber all adopt labyrinth slipping connection. The utility model effectively improves the combustion efficiency and the combustion temperature of a hot blast stove gas burner, as well as the utilization rate and heat transfer effect of a regenerator.