Water was a very big part of it. Slaves, not so much.
Floating a 10 ton rock up takes water and time. Pushing it up would take an almost unthinkable number of humans.
Discussion
You wouldn’t push, you’d use a lever of some sort and pull, maybe aided with weights on the pull side, but I have a feeling it was much less complicated simply using water