From what I've heard, Berdan primers are less expensive to make (since the anvil is part of the brass casing) and using corrosive compounds gives more brissance for a given sensitivity and price point.
Until well past WWII, all primers were corrosive. We just moved to noncorrosive compounds while the USSR did not.