DeepSeek is not profitable. As far as I know, they don’t have any significant revenue from their models. Meanwhile, OpenAI has $3.7b in revenue last reported and has high gross margins.
Deepseek inference API has positive margin. This however does not take into account R&D like salary and training cost. I believe OpenAI is the same in these aspects, at least before now.