They'll be profitable when the training stops/slows down. But how much revenue they can generate is another question. This might be the reason behind the news of US gov thinking about banning Deepsek and other Chinese models. Open weights models kill the API billing bussiness model. Margins in that scenario probably wouldn't cover the massive investment.