True enough, but even still I don’t see that “gnostic atheism” is obviously the opposite of “agnostic atheism”.

They aren’t, but that wasn’t the claim. Here’s what you said:

Gnostic and agnostic are not opposites!

The article you linked explains how they’re opposites. Gnostic and agnostic are opposites, just like theism and atheism are opposites.