Gods die the same as anyone else.

[Or at least they do in Teyvat!]

...The way it works back home, if an Archon loses their power or dies then another god will eventually gain the ability to take their place. Who's to say there won't be an ascension from someone more willing to send us home if we kill the gods currently reigning?