In this panel, you can even see the direct size of these mountains:
The mountain on the roof is even smaller than the ones around the skull as some are even as large as the huge umbrella on front of the skull.
Some are even comparable to the Flower Capital in height while some are even slightly above these mountains.
Nevertheless, great observation. This perfectly demonstrates how large the abyss really is.