Anime budget does not have anything to do with the year it airs. It's related mostly to the main animation studio and to internal decisions inside the studio.
In the case of Super, I think it's because the studio making it is Toei Animation. I very similar example, if not the same, is the Saint Seiya anime which is currently airing , Soul of Gold. You can look at several episodes where the animation quality drops to substandard levels.
Each animation studio has its own characteristics that end up defining the brand, and quality consistency between titles and during a title run is one of them.
Toei is just not very good with this.