In reply to Emmanuel Ang.

Yes, Gutenberg is a plugin. It is the ongoing project behind the block system where users can test the features that will eventually land in WordPress.

What you currently see in WordPress, regardless of your theme, matches an earlier version of what's in Gutenberg. The last few versions of Gutenberg have new features that you can test and use that are not in WordPress.