There's a few candidates for this but it's between Costa Rica and anywhere in the Andes.

It's actually a really nice looking plant with the berries. They are colored between green to orange and red, depending on how ripe they are, and they're grown even just as an ornamental plant all over the place.

The key to better quality coffee is lower oxygen, so the best stuff in the world is grown up high.