Beats me, never played D&D.
There are indeed dragons on the show, and some other magical stuff. But I'd say maybe 80-90% of the show is about complex plot twists, emotional roller coasters, and character relationships in a medieval world.
Except for the one giant in this last episode, it felt a lot like some of the epic battles in Braveheart - just brutal medieval warfare.
