The invention provides a die assembly for double-stage differential pressure type capillary rheometers. The die assembly comprises a first barrel and a second barrel, the end of the first barrel is provided with a cylindrical socket, the socket is concentric with the cavity of the first barrel, and moreover, the diameter of the socket is greater than the diameter of the cavity; the top end of the second barrel is provided with a cylindrical boss, the boss is concentric with the cavity of the second barrel, the boss matches the diameter of the socket of the first barrel, and the boss of the second barrel is inserted in the socket of the first barrel; a first die is arranged in the end of the cavity of the first barrel, a first pressure sensor is arranged on the barrel wall close to the first die, and the first pressure sensor runs through a first heating jacket and the wall of the first barrel to communicate with the cavity. The die assembly not only can increase the pressure of the inlet of the first die, but also can test the viscosity of high polymer melt under two different pressures each time, so that the efficiency of an experiment is greatly increased, and the die assembly can also compare the viscosity changes of the high polymer melt under different pressures at the same time.