The fast fixing is related to the toner, printer, and the paper. And the toner will not change from the beginning to the end. It may be caused by using thicker paper. It is recommended to set heavy paper for printing.
If you use normal paper, there still be toner drop, which means the fixing is damaged and needs to be replaced.