The Verge has a review:
Lana Del Rey released her video for “High By the Beach,” the latest single from her upcoming Honeymoon, this afternoon. It’s dreamy and strange, with a beach house, aerial shots straight out of Grand Theft Auto, and a lovely (but snag-prone) baby blue robe on Lana, but let’s be honest: you’re not here for car porn and caftans. You’re here for Lana flipping through a tabloid like she’s stuck in a supermarket line, dreaming of an afternoon spent blunted by the waves. And you’re here for Lana grabbing a piece of exotic weaponry out of a hidden guitar case and blowing some airborne lurker to smithereens.
Looks like a hit: 1.5 million views in one day.