We had already very efficient image optimization for full-resolution photos using 4X to 5X less space than competitors. Without that our AWS bill would have been insane. So as far as it goes for pure storage on S3, we were as low as possible.

However, on the database side of things, there was a lot of room for optimization (and we only got to some of it).