Anthropic, OpenAI, and the Trillion-Dollar Question: Are AI Valuations for Real?

In late May 2026, Anthropic closed a funding round that valued the company at $965 billion, edging past OpenAI's own $852 billion mark from three months earlier. Both companies filed to go public within a week of each other that June. Neither number is a typo, and neither is close to settled — Anthropic's valuation alone had roughly tripled since February, when it was worth a comparatively modest $380 billion. The pace of that climb is the actual story, more than the size of the number itself.

The Numbers, Plainly

Anthropic's valuation is backed by real, fast-growing revenue: its annualized run rate went from about $14 billion in February 2026 to roughly $47 billion by May — close to tripling in three months, which puts its valuation at around 20.5 times revenue. OpenAI's $852 billion valuation sits on approximately $25 billion of revenue, a steeper 34 times multiple, and one built while the company was reportedly still running an operating margin around negative 122% — spending far more than it earns for every dollar of revenue it books.

None of that makes either company a fraud or a certain failure. Fast-growing, capital-intensive technology companies routinely run deep losses while they scale — Amazon did it for years. What it does make these valuations is exactly what analysts mean when they call a price "priced for perfection": a bet that stays rational only if the current pace of growth keeps compounding roughly as it has, without a serious interruption, for years.

Egypt's Own Trillion-Dollar Bet — Paid in Cotton, Not Compute

Here's a genuinely useful parallel, and it isn't a metaphor stretched to fit — it's Egypt's actual economic history. When the American Civil War broke out in 1861, the Union naval blockade of Confederate ports cut off the world's dominant source of raw cotton almost overnight. Textile mills across Europe needed a new supplier fast, and Egypt, already growing high-quality long-staple cotton along the Nile, was perfectly positioned to fill the gap. Egyptian cotton exports and prices exploded — by some estimates, cotton revenues more than quadrupled within a few years, an economic windfall on the scale of a modern tech boom.

Egypt's ruler at the time, and then his successor Khedive Ismail, treated that windfall as a permanent floor rather than a temporary spike, and borrowed enormous sums from European banks against future cotton earnings to fund an ambitious modernization program — railways, palaces, and a share of the financing behind the Suez Canal itself, under construction through the same decade. It looked, for a few years, like an unstoppable growth curve funding an unstoppable transformation.

Then the War Ended

In 1865, the American Civil War ended, Confederate cotton returned to global markets, and prices collapsed. Egypt's export revenue, the thing the entire borrowing spree had been priced against, fell away almost as fast as it had appeared — but the debts taken out against it didn't shrink to match. Egypt spent the following years borrowing further just to service its existing loans, a debt spiral that ended in 1876 with the country effectively bankrupt, its finances placed under direct European creditor control, and by 1882, British troops occupying the country outright — a foreign occupation that traced a straight line back to a boom that had been treated as permanent.

Same Shape, Different Commodity

• A genuine, extraordinary windfall, driven by a real external shock (a war disrupting the usual supply)
• Enormous borrowing and investment made against the assumption that the windfall's growth curve would simply continue
• A valuation, in both cases, that only worked if conditions kept holding roughly as they were
• A reckoning, when conditions changed, that landed hardest on whoever was most leveraged against the old assumption

This isn't a prediction that AI valuations are about to collapse the way 1860s cotton prices did — the comparison isn't that literal, and the companies involved today aren't a 19th-century monarchy borrowing against a single agricultural export. What the parallel actually offers is a sharper way to read the headlines: a stunning, real, revenue-backed growth curve and an unsustainable bet priced against that curve's indefinite continuation can be the exact same thing, right up until the moment they aren't. Egypt found that out with cotton. Whether today's AI valuations find it out with compute is the open question sitting underneath every one of 2026's funding headlines.

Extraordinary valuations built on the assumption that today's growth rate is tomorrow's baseline aren't a new invention of Silicon Valley term sheets. Egypt ran the experiment in cotton a century and a half ago, at a scale that reshaped the country's entire sovereignty. It's worth remembering exactly how that one ended, while the current one is still being written.