A golf putter head assembly comprises: a putter head with a threaded sleeve, and a balance weight screwed into the threaded sleeve. Adjusting the position of the balance weight inside the threaded sleeve can change the center of gravity of the putter head to meet different player's requirements to obtain an optimum hitting stability and ball moving direction, and increase the success rate in sending the golf ball into the hole.