2wd with high clearance is fine. A regular car would make most of the road, but there are a couple of rough patches where some extra ground clearance helps.
When I was there a couple weeks ago, there was a Civic sedan at the trailhead. I wouldn’t take MY Civic back there but that one made it. 🙂