OpenAI and Anthropic Battle for Startups with Millions in Free Credits

According to a report carried by finance.biggo citing The Wall Street Journal, OpenAI, Anthropic and Google Cloud are expanding credit offers, discounts and early model access for founders, turning infrastructure choice into an early strategic bet.

Free credits are becoming the new seed-round sweetener

The sharpest fight appears to be around Y Combinator startups, the kind of companies that can go from demo-day curiosity to enterprise obsession with alarming speed. The report says some startups have received credit offers totaling more than $3 million from multiple AI companies — a figure framed as comparable to the median US seed round.

OpenAI’s pitch has reportedly shifted. Sam Altman was said to have announced in May that each YC startup could receive $2 million in token credits in exchange for equity. Anthropic then raised its own YC offer from about $30,000 to $500,000, reportedly without equity attached. OpenAI is now said to offer a baseline $500,000 in free credits with no equity requirement, plus an optional additional $1.5 million in credits in exchange for equity.

That is not charity. It is customer acquisition with a cap table-shaped hook. Once a startup builds its prompts, workflows, evaluations and unit economics around one model family, switching later can become painfully expensive — technically, financially and culturally. The model becomes less like a vendor and more like plumbing.

For founders, the cash relief is real — so is the lock-in

The appeal is obvious. AI startups can hemorrhage cash on inference before revenue has caught up with ambition. One founder cited in the report, Hans Ibara of the AI voice startup Dialoggers, said token benefits are directly tied to how large the product can scale; without free credits, the company would need to raise separate funding just to buy tokens.

Another YC company, Touchmark, reportedly secured $1 million in token credits from OpenAI and Anthropic after being accepted into YC in May, before the summer program had even begun. Its co-founder Ilya Volkov described using the credits for a “Token Maxing” strategy — essentially leaning hard into usage while the meter is subsidized.

That phrase captures both the opportunity and the trap. Free credits can let a team test aggressively, ship faster and postpone a painful infrastructure bill. But they can also distort the product’s true cost curve. A feature that looks elegant under a sponsored token budget may look very different when the subsidy burns off.

The platform war is wider than OpenAI versus Anthropic

Google Cloud is also in the fray, reportedly offering some startups up to $500,000 in cloud credits and early access to Gemini, with some companies getting direct access to Google DeepMind engineers. Microsoft and AWS are also running special incentive programs for startups, according to the same report.

The timing matters. OpenAI and Anthropic face pressure to improve profitability while low-cost Chinese models and free open-weight models intensify price competition. A separate CryptoRank headline this week pointed to Microsoft cutting its AI bill by replacing OpenAI and Anthropic in software products, while The Tech Buzz reported that AI giants are putting millions into PACs as the regulatory fight heats up. Taken together, the market looks less like a calm platform transition and more like a land grab under financial and political pressure.

For founders, the practical question is not “Who gives the biggest number?” It is: what happens after the credits expire, what data and model dependencies are being created, and whether equity-linked credits are cheaper than cash in the long run. Free compute can buy precious runway. It can also quietly choose your architecture before your company is old enough to understand the price.