The invention provides a cool storage pool in a thermocline type water cool storage system and belongs to the field of energy storage. A hot water layer of the cool storage pool is internally provided with a first sponge, the upper end of the first sponge is provided with a first baffle, the lower end of the first sponge is provided with a second baffle, a plurality of water through holes are formed in the first baffle and the second baffle, the first baffle and the second baffle are both fixed onto the inner wall of the cool storage pool, the upper end of the first sponge is provided with an air-staying portion not immersed in the hot water layer, the bottom of the cool storage pool is provided with a second sponge, one end of the second sponge abuts against the bottom wall of the cool storage pool, the other end of the second sponge is in an arc shape and provided with an arc-shaped third baffle, a plurality of water through holes are formed in the third baffle, the third baffle is fixedly connected onto the inner wall of the cool storage pool, the inner wall of the cool storage pool is provided with a protruding first annular blocking edge and a protruding second annular blocking edge, in addition, the first annular blocking edge and the second annular blocking edge are both made of a magnetic material, the first baffle is adsorbed at the upper side of the first annular blocking edge, and the second baffle is adsorbed at the lower side of the second annular blocking edge. By means of the cool storage pool, the fact that the water flow is uniform and stable can be achieved, and water enters the cool storage pool at a slow flow velocity.