OpenAI is weighing significant cuts to the price of AI tokens—the unit of text that language models process and generate—in a move that could ignite a full price war with rival Anthropic, according to the Wall Street Journal as reported by The Decoder.

The reported consideration comes as OpenAI has filed for an IPO at a valuation of $852 billion, according to a post in r/artificial citing the filing. The timing is striking: slashing prices on the eve of going public signals a bet that gaining market share now outweighs the hit to near-term revenue.

Analysts are not optimistic about the collateral damage. Barron's calls the potential price war "a big risk for tech stocks," and Advisor Perspectives describes a head-to-head pricing battle between the two companies as "brutal." The worry is that if both OpenAI and Anthropic race to undercut each other, profit margins across the AI sector—and the chip makers and cloud providers that supply it—could compress sharply.

For developers and businesses building AI-powered products, cheaper tokens would directly reduce operating costs, making it more affordable to run chatbots, coding assistants, and document analysis tools. That's a genuine win for the industry's growth. But for investors, a pricing war raises a harder question: can companies burning billions on compute ever generate the margins their sky-high valuations assume?

According to XTB.com, OpenAI is heading into this price war specifically in the context of its IPO push, adding pressure to a period when most companies try to show financial discipline to prospective shareholders.

The story matters because it puts two of the world's most closely watched AI companies on a collision course where the winner in market share could still end up a loser on Wall Street.