Most of what's been mentioned so far I would classify as Sci-Fi rather than horror.
The big Sci-Fi movies of the 1950s are favorites of mine. I couldn't pick just one. I've seen them so many times!
I guess "Them!" and 1956 "Body Snatchers" and the 1952 "The Thing" and 1953 "War of the Worlds"...