I disagree. We must treat every anonymous source as if it has that reputation for lying, as otherwise a source can simply become anonymous to improve the credibility of their lies.
Until, of course, a source presents evidence, at which point we evaluate the credibility of the evidence instead of the source.
A named or pseudonymous source necessarily has an associated reputation, but an anonymous source has no reputation at all.