Soaking as someone who is completely unfamiliar with Pijul, the explanation on this page is pretty lackluster.
"It is based on changes rather than snapshots"
Well, every VCS I'm familiar with is based on changes/deltas. I assume that these terms have specific meanings here that I'm not familiar with, but it manages to sound like the author has never heard of git or Mercurial.