I think Get Out is a horror film, but for me The Babadook is my top horror choice for that decade. I'd put Under the Shadow in the top three too.

I much prefer Midsommar to Hereditary, but great shouts elsewhere, specially The Innocents, Berberian Sound Studio, and The Witch (I still shiver thinking of that one). And His House is criminally underrated.