NEW YORK — The math Anthropic needs to justify a $2 trillion valuation requires the company to grow revenue faster than any technology firm in recorded history, a target that has less to do with artificial intelligence and more to do with whether investors will accept that the ordinary rules of corporate pricing no longer apply.
The company plans to go public as early as October, targeting a valuation that would make it the largest IPO in history, Fortune reported. That ambition rests on a single projection: $190 billion to $200 billion in annual revenue by 2028. Anthropic’s annualized run rate is currently $47 billion, up from $9 billion at the start of the year. The gap between those two numbers, closed in under three years, is the entire thesis.
For context on what that would mean: Amazon, the most profitable technology company on earth by most measures, reported $77.7 billion in operating income last year. Anthropic, which reported its first operating profit in the second quarter alongside $10.9 billion in quarterly revenue, would need to grow its top line to nearly three times Amazon’s total annual profit in roughly twenty-four months. Avery Marquez, an analyst at Renaissance Capital, told Fortune she has not seen a comparable revenue projection in nearly a decade of covering pre-IPO companies.
What complicates the picture is structure. Amazon is Anthropic’s largest backer, having committed $8 billion and deepened its cloud partnership with the company throughout 2026. That relationship gives Anthropic enormous infrastructure leverage. The Norwegian data center deal with Volta Infra, signed earlier this month, was enabled in part by Amazon Web Services capacity commitments. But it also means Anthropic’s growth story and Amazon’s growth story cannot be cleanly separated at the time of a public offering, which will complicate how institutional analysts model the company’s standalone trajectory.
The valuation target draws an explicit comparison to SpaceX, which completed its IPO at $1.77 trillion, the previous record, and has since traded above that level on Starlink subscription revenue. Anthropic’s implied premium over SpaceX is roughly 13 percent. The case for that premium, as told by Anthropic’s backers, is that enterprise AI software carries higher margin potential than satellite internet once the infrastructure investment phase ends. The case against it is that Anthropic has not yet demonstrated those margins at scale, while SpaceX had a decade of Starlink revenue history behind it at offering time.
Evan Schlossman at Neostellar Capital described the valuation calculus as “frontier pricing for a frontier product,” a phrase that means different things depending on whether the frontier continues to expand or begins to consolidate. If AI capabilities plateau and competition from OpenAI and open-source models intensifies, Anthropic’s revenue growth slows and the $200 billion 2028 target becomes a liability. If the frontier moves faster than any prior technology wave, the company that built Claude and the infrastructure to run it at scale may be precisely what a public market is willing to overpay for.
What Anthropic has going for it, which most pre-IPO technology companies do not, is real, recent, and accelerating revenue. The jump from a $9 billion annualized rate in January to $47 billion today is not a projection; it happened. The $10.9 billion second-quarter figure, the first to show operating profit, gives institutional buyers something they rarely get from a technology offering: evidence that unit economics are moving in the right direction before the lock-up period ends.
The Decart acquisition, a $6 billion move to bring in AI talent and capability, added operating costs and will weigh on near-term margins. Anthropic’s prospectus, when it arrives, will need to show investors how that spend feeds the $200 billion revenue path rather than merely accelerating the capability roadmap.
What the company has not resolved, and what no filing can resolve, is the competitive dimension. OpenAI is also preparing for a public offering. A market in which both companies are public simultaneously, with comparable valuations and overlapping enterprise customers, creates pressure that neither has faced as a private entity. Institutional investors who backed both in private rounds will need to decide where to concentrate their public market positions. That decision, more than any revenue projection, will determine the actual clearing price for Anthropic’s shares in October.
The $2 trillion number is a target, not a guarantee. The revenue trajectory makes it arguable. Whether the market opens that wide in a single offering is the question October will answer.
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