We have a 160+ year old home with several large, single pained windows. The Indow inserts look great - they’re barely noticeable. I’ve only had them installed for about two weeks, so I can’t comment on exact energy savings. However, the noise reduction is very noticeable, and it is noticeable less drafty and warmer when sitting near the windows. Great product!