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You can compare the subscription cost to the API per token cost for similar queries.

That tells you that subscription is cheaper than tokens. Which ought to be a given.

But it does not tell you what and how much either is subsidized...

Given the cost of openweight frontier models like Kimi I’m fairly sure the token prices actually make some money.