it his much complex to setup then wireguard based?

It is the easiest to setup and understand really. There are no users, just hosts and their keys.

What it doesn't offer is a gui or tool to handle copying/installing/revocating keys so you trade super easy setup for a handful of nodes to management overhead if you are scaling up and down regularly.