I really like LP3 and LP4. It's probably got more to do with nostalgia from my college days when they were new, but those two albums really feel like peak Ratatat to me.
The first time I heard anything by Ratatat, I was driving past a road named "Ararat Rd." It's a dumb connection to make, but it still makes me chuckle.