AI vendors are using credits and discounts to capture startup demand
OpenAI, Anthropic, and other AI companies are offering startups large amounts of free compute credits, token allowances, and discounted pricing in a bid to win enterprise customers, according to a report by The Wall Street Journal. The report said founders across Silicon Valley are receiving model usage credits, cloud incentives, and bidding-style discounts from AI providers eager to get their tools adopted as early as possible.
In some cases, early-stage startups have received more than $3 million in combined cloud and token credits. That total is close to the median U.S. seed financing round tracked by PitchBook. The scale of these incentives highlights how aggressively AI vendors are subsidizing adoption, especially among companies that could become much larger customers over time.
The commercial logic is straightforward: model providers want to become part of a startup’s technical stack before that startup matures. If a company builds products, internal workflows, and customer-facing services around one provider’s models, switching later may become expensive and operationally difficult. That makes early-stage distribution strategically important, even if it comes at the cost of near-term revenue.
OpenAI and Anthropic are competing heavily for YC startups
The report said OpenAI and Anthropic have recently paid particular attention to startups coming out of Y Combinator. In May, Sam Altman announced that OpenAI would provide $2 million in token credits to each startup participating in the accelerator, in exchange for equity. Around the same time, Anthropic increased its free-credit package for YC startups from $30,000 to $500,000, while not requiring equity.
OpenAI later revised its proposal. Under the updated structure, startups could receive $500,000 in free credits without giving up equity, and they could also choose to exchange equity for an additional $1.5 million in credits. The adjustments show that pricing, equity terms, and credit size are all being used as competitive levers in the race to secure high-potential startup users.
Y Combinator now runs four batches per year, with roughly 200 companies in each recent batch. Based on those figures, OpenAI and Anthropic together could end up distributing as much as $800 million in AI credits over the next year. That estimate underscores the sheer scale of the current subsidy battle around startup acquisition.
Cloud providers are also joining the subsidy push
The competition is not limited to model developers. Google Cloud is offering some startups up to $500,000 in cloud credits, along with early access to Gemini models. In certain cases, those packages also include support from DeepMind engineers. Microsoft and Amazon Web Services are also extending special benefits to startup customers, according to the report.
The report also noted that Cursor had offered a 75% discount before July 5. Taken together, these programs suggest that the market is moving beyond standard startup perks and into a broader price war over future enterprise demand. Providers appear willing to absorb substantial upfront costs to influence which models, APIs, and cloud platforms become embedded in the next generation of software companies.
Christopher Acker, co-founder of SuperPenguin, said the AI landscape is increasingly being driven by OpenAI and Anthropic because they are effectively giving startups money to cover usage costs. His comment captures the core dynamic described in the report: vendors are not just selling AI capacity, but actively financing early adoption in hopes of owning long-term customer relationships.