Yes, removing the labels is a pain however worth the effort. What's hard to remove is the glue. Best way to get rid of that - vegetable oil or olive oil then scrubbing it off. I put the oil on a scrub daddy and go to town but any scrubbie type thing will work. Then wash is all off with regular dish soap and water.