Graph databases win in flexibility and ease of writing the queries over graphs, honestly.
Of course the underlying storage can be (and often is) a bunch of specially prepared relational tables.
But the strength in graph databases comes from restating the problem in different way, with query languages targeting the specific problem space.
Similarly there are tasks where SQL will be plainly better.