The first advantage the homepage lists is:
> Mill can build the same Java codebase 5-10x faster than Maven, or 2-4x faster than Gradle
Speed per se can be a good selling point (having to wait for slow builds is really annoying).
I can't really comment on anything else though as I just stumbled upon it here in HN ;)