Tabs are bookmarks that can keep their state. Normal bookmarks have only the URL, and any parameters that go in the URL, but discard the rest, like your position on the page, your navigation history, or what you are doing in a PWA.

Tabs don't discard data, bookmarks do. Sometimes you just want the landing page and a bookmark is fine, other times you want the extra data and a long-lived tab is needed.