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OpenAI Eyes Drastic Token Price Cuts as War With Anthropic Heats Up

by Team Lumida
June 11, 2026
in AI
Reading Time: 3 mins read
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OpenAI Hack: Why AI Companies Are Prime Targets for Cyberattacks

"Dota2 OpenAI戰隊打敗人類原因曝光 AI還是靠「作弊」取勝" by steamXO is licensed under CC PDM 1.0

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  • OpenAI is considering significant cuts to token prices — the per-unit cost for AI queries — as it braces for Anthropic to make similar moves to win enterprise customers.
  • CEO Sam Altman has publicly acknowledged costs are “a huge issue” for business customers, calling out the high price of AI usage as a barrier to broader adoption.
  • A price war would compress margins at companies that already lose billions per year, making the economics of their anticipated public listings harder to underwrite.
  • The rivalry intensified after Anthropic’s Claude Code went viral among engineers, briefly pushing Anthropic’s valuation past OpenAI’s for the first time.

What Happened?

OpenAI is weighing drastic reductions to the prices it charges for tokens — the fundamental unit by which AI firms bill for their services. The move is not altruistic: the company expects Anthropic to make similar cuts as both firms race to capture enterprise customers who are beginning to balk at the cost of scaling AI usage. OpenAI CEO Sam Altman recently said costs had become “a huge issue” and signaled the company would find ways to deliver “more value for less spend.” No formal announcement has been made, and the internal discussions are still in flux.

Why It Matters?

A sustained price war between the two leading frontier AI companies would test the durability of business models that are already deeply loss-making. Both OpenAI and Anthropic spend billions on compute costs and lose money on nearly every query they process at scale. The interchangeability of their products — a risk investors have flagged since both companies sought high-profile enterprise contracts — means customers can and do switch providers quickly based on price. If token costs drop significantly, the revenue projections underpinning both companies’ anticipated IPOs will need to be substantially revised. The dynamic mirrors the early cloud-computing price wars that compressed AWS, Azure, and Google Cloud margins for years before scale economics kicked in.

What’s Next?

Anthropic’s response to any OpenAI announcement will be the key variable. If it matches or undercuts, a full price war becomes likely — and the race to profitability for both companies extends further into the future. Enterprise buyers, meanwhile, are already beginning to ration AI usage after corporate budgets were overwhelmed by agentic AI costs earlier this year. Lower token prices could re-accelerate adoption or simply validate that buyers were right to push back. Both OpenAI and Anthropic have confidentially filed for IPOs, making the timing of any pricing reset particularly sensitive.

Source: The Wall Street Journal

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Lumida's website (referred to herein as the "Website") is limited to the dissemination of general information pertaining to its advisory services, together with access to additional investment-related information, publications, and links. Accordingly, the publication of the Website on the Internet should not be construed by any client and/or prospective client Lumida’s solicitation to effect, or attempt to effect transactions in securities, or the rendering of personalized investment advice for compensation, over the Internet.

Any subsequent, direct communication by Lumida with a prospective client will be conducted by a representative that is either registered or qualifies for an exemption or exclusion from registration in the state where the prospective client resides.

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