Anonymous publication is especially important because there you can report unlikely, surprising observations and theories, which are exactly the ones that have the highest value.
Think just about cold fusion. Devastating change if proven true, but also high risk of being wrong.
Peer-review is anonymous in principle, but not in reality. Scientific publications are nowadays like newspapers and report things that we already ”know”. Confirmation bias is palpable.