You have privacy on lightning as long as:
-you run your own node
-You trust and verify your peers
-You trust they won't close your channel this revealing your channel information on chain
-you have faith that you aren't being targeted for probing or timing attacks
I bet you secretly worship lightning in private devotion to come out with that much faith in it's privacy.