Incongruence seems to fit the best with the assumptions baked into our language in my opinion. Considering irony in its definition is when something subverts it’s own meaning, and considering I am yet to get an explanation for why someone thought something was funny that didn’t have some irony baked in, I would say irony is the root of all humor, and therefore incongruence is the greatest explanation for it.