Anthropic's $2 Trillion Valuation Faces Reality Check, SpaceX IPO Offers Cautionary Tale

Anthropic's reported potential $2 trillion valuation requires investors to simultaneously commit to extraordinary growth and margin expansion, while also drawing lessons from SpaceX's turbulent transition from private-market darling to public company, said Dr. Chan Ahn, founder and CEO of Tessera PE and former Goldman Sachs and JPMorgan executive.

The core question is whether the economics of Anthropic's business can justify the numbers that would make it one of the world's most valuable companies.

Profitability: The Biggest Challenge

Dr. Chan Ahn said that assuming a 10% cost of equity, a 25% free cash flow margin, and a 25x terminal multiple, Anthropic would need approximately $725 billion in revenue by 2036 to justify a $2 trillion valuation. At a 13% discount rate, the revenue requirement rises to approximately $950 billion.

Notably, Anthropic's annualized revenue run rate jumped to $65 billion at the end of July, reflecting a surge in enterprise demand for its Claude AI products. That figure is roughly seven times higher than a year ago and significantly above the $47 billion run rate reported in May.

The bigger challenge is profitability. Anthropic's expected second-quarter operating margin is just 5.1%, meaning that even as the company continues to invest heavily in compute and compete on price, its free cash flow margin would need to expand substantially.

"You can promise growth, or you can promise margins. Promising both simultaneously is a leap of faith for public market investors."

Ahn also cautioned against comparing Anthropic's forward revenue multiples to peers such as Palantir Technologies Inc. and Nebius Group NV, arguing that annualized consumption revenue lacks the certainty of contracted revenue.

SpaceX IPO Offers Valuation Lessons

Dr. Chan Ahn argued that SpaceX's IPO did not expose a simple gap between private and public valuations. SpaceX entered the public market at an IPO valuation of approximately $1.77 trillion, with shares surging 67% above the $135 IPO price before giving back those gains.

He said the bigger lesson is that private valuations are based on limited transactions with select investors, while public markets must absorb a much larger and less selective sell-side. Ahn argued that SpaceX's post-listing decline was driven more by earnings scrutiny and disclosure than by the August insider share lock-up expiration.

SpaceX's revenue surged 92% to $7.8 billion, while recording a net loss of $541 million, though narrower than a year earlier.

Ahn argued that the key risk for future IPOs is not lock-up expiration but the "first earnings report," when companies must face scrutiny from public market investors rather than private investors with existing conviction. This distinction provides a useful framework for assessing whether Anthropic's lofty private valuation can withstand the more rigorous test of public markets.

$2 Trillion Valuation Is Primarily an Enterprise Workflow Bet

Dr. Ahn said the $2 trillion valuation is primarily a bet on the broader AI category, not just Claude's technological edge.

Model leadership is temporary and must be repeatedly re-earned, while Claude's stronger moat lies in distribution and enterprise workflows, particularly Claude Code's integration with engineering processes—"customers are buying completed work rather than tokens." However, according to him, this durable advantage may only support a fraction of the $2 trillion valuation.

As the Wall Street veteran's analysis puts it, ultimately, investors are "buying an industry thesis through a single-name vehicle, with all the concentration risk that implies."