Nada Salam
Anthropic, the company behind the Claude AI platform, is preparing for a Nasdaq debut that could become the largest initial public offering in history. With its IPO prospectus released on October 26, the question is no longer whether artificial intelligence will transform the global economy, but how much investors should pay for that transformation.
Valuation estimates range from $1.5 trillion to $2 trillion, while the offering could reportedly raise approximately $100 billion. Those figures remain preliminary, with the company yet to finalize its share price or offering size.
The operating numbers explain the enthusiasm.
Anthropic generated approximately $16.3 billion in revenue during the first half of 2026, nearly 14 times the figure reported for the same period a year earlier. The extraordinary expansion reflects surging corporate demand for AI tools, particularly in software development, data analysis, and business automation.
But behind that remarkable growth lies a considerably more complicated financial picture.
The company reported a net loss of $80.7 billion during the first six months of the year. Crucially, approximately $72.4 billion resulted from accounting adjustments to the valuation of financial instruments rather than equivalent operating cash outflows.
That distinction matters. An accounting loss does not necessarily represent cash disappearing from the business. It does not, however, eliminate the enormous costs of training advanced AI models, operating data centers, and securing computing capacity.
Anthropic’s investment case rests on a straightforward but unproven economic assumption: revenue will eventually grow faster than operating expenses, while advances in chips and model efficiency will reduce the cost of delivering AI services.
Investors are therefore pricing the company primarily on expected future revenue rather than current profitability.
Estimates previously reported by Reuters suggested that Anthropic’s annual revenue could reach $190 billion to $200 billion by 2028.
Under that scenario, a $1.5 trillion valuation would represent roughly 7.5 times projected 2028 revenue. At $2 trillion, the multiple rises to approximately 10 times. Both calculations depend on forecasts that remain far from guaranteed.
Another concern is Anthropic’s dependence on Amazon and Google, which serve as investors, computing infrastructure providers, and important distribution partners. These relationships accelerate expansion but create questions about commercial independence and future profit margins.
The proposed voting structure introduces another complication. Anthropic’s seven founders would retain 50.1% of voting power after listing, leaving public shareholders with economic ownership but limited influence over corporate decisions.
Ultimately, Anthropic’s IPO will test more than investors’ appetite for artificial intelligence.
It will test whether explosive revenue growth can translate into sustainable profits and positive cash flow.
Financial markets can fund the future. They cannot exempt it from economic reality.
