Which is correct grammar for the phrase So close and yet so far or So near and yet so far?

"So close and yet so far" is the more common, but both imply the same thing.

(The comparison uses a metaphorical meaning for far: distant as in not emotionally close. The close is physical distance, the far is relational distance. )