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A company that didn't exist six years ago is being talked about as the biggest stock market debut in history. The revenue growth behind that number is real. Whether it's enough is a genuinely open question, and it's worth sitting with both sides before picking one.
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Every so often a single number does more to summarize where an industry stands than a month of headlines could. This week, that number is two trillion. That's the valuation investors are reportedly circling for Anthropic's IPO, expected as soon as October, and if it lands anywhere close to that figure, it would be the largest public stock offering in history, ahead of SpaceX's record-setting June debut. We wanted to actually sit with this one instead of just repeating the headline, because the honest answer to "does this make sense" is genuinely split down the middle depending on which number you look at.
The growth number that makes $2 trillion sound almost reasonable
Start with what's driving the excitement, because it's not hype for its own sake. Anthropic's second-quarter revenue reportedly hit $11.5 billion, according to Bloomberg, up from $787 million in the same quarter a year earlier. That's not a typo, and it's not a rounding error. That's roughly a fourteenfold increase in a single year. The company's annualized revenue run rate reportedly climbed from about $9 billion at the end of 2025 to more than $65 billion by the end of July, and backers now expect it to land somewhere between $100 billion and $120 billion by the close of 2026.
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Anthropic's most recent private funding round, in May, valued the company at $965 billion. Doubling that to $2 trillion within a matter of months, before a single day of public trading, is an extraordinary ask by almost any historical comparison. One investor cited by the Financial Times argued that a company genuinely growing at 800% annually would, at the conservative end, justify a 30-times-revenue multiple, which would actually put fair value closer to $3 trillion rather than $2 trillion. Whether you find that reassuring or slightly unsettling probably says a lot about how you feel about this entire AI investment cycle.
The case that this is a much bigger stretch than it looks
Now for the other side, and we think it deserves equal space rather than a token mention at the bottom. Aswath Damodaran, the NYU finance professor widely known as Wall Street's "Dean of Valuation," ran the numbers backward from the $2 trillion figure this week, and his conclusion is sobering. To justify that valuation over a ten-year horizon, even granting generous assumptions, a 30% after-tax operating margin and a 10% cost of capital among them, Anthropic would need to generate roughly $1.2 trillion in annual revenue by year ten. That's not a percentage. That's the actual number.
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That last part is the detail that actually stuck with us. Damodaran's estimate puts the entire current market for AI products and services at roughly $250 billion, across every company, not just Anthropic. If AI mostly stays what it is today, a productivity tool companies pay for on top of existing wages rather than a wholesale replacement for those wages, that total market has a real ceiling. Reaching $1.2 trillion in revenue inside a market that size isn't impossible, but it requires either the market itself expanding by an order of magnitude, or Anthropic capturing a share of it that would be historically unprecedented for any single software company.
There's also a nearer-term complication worth naming plainly: Anthropic posted a net loss of nearly $42 billion in 2025, roughly five times the prior year's loss, according to documents reviewed by Bloomberg. Revenue growth also reportedly slowed in June after the U.S. Commerce Department imposed a temporary export restriction. None of that erases the growth story above. It just means the growth story and the loss story are both true at the same time, which is exactly the kind of tension a $2 trillion price tag has to resolve, not ignore.
Why "biggest IPO ever" is the comparison everyone keeps reaching for
SpaceX is the benchmark being invoked constantly in this coverage, and it's worth being precise about why. SpaceX went public in June at a $1.77 trillion valuation, in what was, at the time, the largest IPO ever recorded, raising nearly $85.7 billion. Its market cap briefly crossed $2 trillion afterward before settling back below that level. If Anthropic's IPO lands at $2 trillion or higher straight out of the gate, it wouldn't just match that record, it would open above where SpaceX's stock eventually peaked.
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Worth flagging clearly: none of the $2 trillion figure comes from Anthropic itself. According to the Financial Times, senior executives haven't set an internal valuation target, even in private conversations. This is investors and backers building their own models from Anthropic's growth trajectory and reaching for a number, not the company staking a claim to it. That distinction matters more than it might seem. A number the market builds for a company, and a number the company sets for itself, carry very different amounts of weight when the actual filing lands.
The competitive backdrop this valuation has to survive
One more piece worth including, because it directly touches the market Anthropic is trying to dominate. Reporting this week noted that Anthropic's top model carries a price tag more than 2.5 times higher than OpenAI's flagship offering, while Chinese open-weight alternatives remain available at a fraction of either company's cost. We've covered that open-weight pricing pressure in this newsletter before, and it hasn't gone away. Anthropic staying at the top of AI model rankings, where Polymarket traders currently give it roughly a 72% chance of holding the best model by year end against OpenAI's 9%, is doing a lot of quiet work to justify the premium pricing this entire valuation case depends on.
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This story, at a glance
Quick hits
- OpenAI is reportedly targeting an IPO of its own as early as September, with a public S-1 filing expected within weeks. Whatever happens with Anthropic's number, OpenAI's own financials becoming public for the first time will be its own significant test of how these valuations hold up under real scrutiny.
- Nvidia is reportedly in talks for an equity investment in Perplexity at a valuation above $30 billion, according to The Information. Perplexity's annualized revenue has reportedly passed $750 million, up from under $250 million at the start of the year, a reminder that this valuation story isn't confined to just the two largest labs.
- Anthropic named Tino Cuéllar, a former California Supreme Court Justice, as its first Chief Global Affairs Officer this month, the same day the White House reportedly met with Anthropic, OpenAI, Google, and Meta to discuss an unpublished AI regulation framework. Staffing up for regulatory scrutiny ahead of a record-setting IPO is not a coincidence worth glossing over.
What actually matters here, past the headline number
Strip away the record-breaking framing and this is a genuinely useful case study in how to read any big valuation claim, AI or otherwise. Ask three questions before accepting a number like this at face value: who is actually setting it, the company or outside investors modeling growth curves? What does the underlying market actually have to do to support it? And what's the counter-model built by someone with no stake in the outcome either way? Apply that same three-question filter the next time a headline valuation crosses your feed, and you'll usually find the real story sitting quietly underneath the number everyone's repeating.
The bottom line
Anthropic's growth numbers are real and genuinely remarkable, a fourteenfold revenue jump in a year is not something most companies in any industry ever produce. Whether that growth curve can plausibly continue long enough, and at a scale large enough, to justify being valued alongside the biggest public companies on earth is a separate question that the growth numbers alone don't answer. We'll be watching the actual S-1 filing closely once it lands, since that's the point where "investors expect" turns into audited numbers everyone can actually check.
Further reading
See our Insights coverage on this year's real AI adoption gap, and our Research roundup on the two-track AI labor market shaping which skills are becoming more valuable.
Figures and valuation targets referenced in this article are drawn from reporting by Bloomberg, the Financial Times, and other outlets as of the publish date, and reflect investor expectations rather than confirmed figures from Anthropic itself unless otherwise noted. This article does not contain affiliate links; where future articles do, they will be disclosed per our Affiliate Disclosure.