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It depends on the relationship between the two domains. Either way, as long as the 2 domains are similar/relevant to each other I would definitely suggest leveraging your old domain (A DA of 20 isnt terrible) in 1 of 2 ways: 1. A 301 redirect as you mentioned or 2. keep the old domain active and link to and from it to build up the DA of both sites.