Check out Legacygt.com , your vehicle has exact engine. I had problems starting my wife’s car(05 Legacy GT) and searched here and ran across a thread about what you experience.
There are some o-ring gaskets that sit under intake manifold that likely need replacing. Search within that site.
update visited site related to my issue and found this: