The correct option is:
The particles will have the same average kinetic energy and the same temperature during boiling.
During the boiling process, the temperature remains constant as the liquid transitions to gas, even though energy is being added. This means that while the energy is being used for the phase change, the average kinetic energy of the particles (and thus the temperature) remains the same until all the liquid has turned into gas.