AI Disruption

AI Disruption

Anthropic Exposes AI's Harshest Truth

Anthropic's $2T IPO faces a valuation cut as revenue growth slows and accounting concerns rise. Here's what it means for AI stocks and the industry.

Meng Li's avatar
Meng Li
Oct 18, 2026
∙ Paid

A few months ago, Anthropic was still aiming to rival SpaceX(SPCX 0.00%↑), touting a mythical $2 trillion valuation. But as the roadshow approaches, not only has the quoted price on secondary-share trading platforms already fallen below $1.7 trillion, but several buy-side institutions have privately said bluntly: if the final listing price isn’t cut below $1.5 trillion, nobody is willing to step in and absorb shares at the high end.

Anthropic Stands Alone as Rest of US IPO Market Slows to a Crawl

Strangely, Anthropic had just revealed an impressive hand: Q3 revenue of $16.8 billion in a single quarter, its first profit on an adjusted basis, and free cash flow turning positive.

With such a flawless report card, why is the capital market responding with a cold shower? Because beneath the shiny numbers, the market smells financial window-dressing:

  • A “gross margin” calculated without deducting the cost of training new models;

  • Revenue inflated layer by layer through gross-basis accounting;

  • The truth of growth decelerating by two-thirds within a single quarter.

This article is hardcore. It is not the kind of fast-food content that gives you a rough overview in three minutes or rushes to conclusions after writing a few news headlines. It is the business and financial truth I’ve peeled apart layer by layer after going through the prospectus details and earnings reports over the past while.

User's avatar

Continue reading this post for free, courtesy of Meng Li.

Or purchase a paid subscription.
© 2026 Meng Li · Market data by Intrinio · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture