I don’t think that’s accurate, we saw an episode of lower decks where the group were discussing that Starfleet replicators use a similar chemical that has much shorter lived symptoms.
The exact quotes were tense asking how they were all so drunk when x thing existed and Mariner replying she had started asking real alcohol after the 2 drink.