AI BriefingWhich Business Model Favors AI Labs More: Subscription or API
Key point
AI labs' profitability is higher under the API model than the subscription model, but as costs fall, strategic shifts in the subscription model are expected.
Details
A recent test of Anthropic and OpenAI subscription plans found that a $200-per-month subscription service, when converted based on API pricing, provides far more tokens than that price would suggest.
The margin of the subscription model is determined by users' average usage. If AI companies' API gross margin is assumed to be 75%, the current subscription model has a significantly lower margin rate compared to the API model.
However, directly cutting back on subscription service benefits could trigger strong public backlash. Also, as intelligence costs fall rapidly, it will soon become possible to profitably offer a model at the level of Opus 4.8 for $20 per month.
Therefore, rather than reducing subscription plan benefits, AI labs are more likely to respond by excluding new features or the latest models from subscription plans.
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