Somewhat of a facetious argument, like saying the posts and site settings pages look completely different.

It's not to say there aren't some that say sod it and have their own UI library. But quite a few leverage wordpress admin styles and conventions (such as the wp_list_table).

But the quality is all over the place, much like with composer packages.