Analysis
Chinese resellers have built a gray market for access to Anthropic's Claude models, buying up API access through intermediaries and reselling it to developers and businesses inside China who can't get direct access, The Information reported. The report doesn't disclose the gray market's size, how much resellers mark up access, or whether Anthropic has taken any enforcement action -- gaps Pulse can't fill in without a primary source.
Why a Gray Market Exists At All
Anthropic, like Nvidia with its chips, restricts direct access to its most capable models from mainland China, a posture consistent with the broader US policy effort to limit China's access to frontier AI capability. That restriction creates exactly the kind of price gap gray markets exploit: developers and companies inside China who want Claude's coding and reasoning performance can't get an account directly, and are willing to pay a markup to resellers who already have access through accounts registered elsewhere. It's the same arbitrage dynamic that has driven chip-smuggling networks for GPUs -- including a Chinese state-backed firm reportedly funding chip purchases in a case that surfaced this same week -- applied to API access instead of physical hardware.
“That valuation was underwritten substantially on usage growth and a revenue run rate reported at $65 billion annualized as of late September.”
Anthropic's Position Makes This More Than a Niche Story
Anthropic has filed to go public targeting a reported $2 trillion valuation, though the offering hasn't priced and has slipped to November, as Pulse has tracked -- the latest marker in a run from a $380 billion Series G in February to an IPO filing seven months later.
That valuation was underwritten substantially on usage growth and a revenue run rate reported at $65 billion annualized as of late September. A gray market that routes real demand through resold accounts rather than Anthropic's own contracted revenue is, at minimum, a data-quality problem for anyone trying to assess how much of Claude's reported usage reflects revenue Anthropic actually captures versus access it's effectively giving away at a discount through leakage.
The Enforcement Dilemma
Anthropic now faces a version of the choice Nvidia has wrestled with for three years: tighten identity verification and account controls, which slows legitimate growth and adds friction for every customer, or tolerate a certain amount of leakage as the cost of a model good enough that people are willing to break rules to use it. Nvidia's answer has been a running arms race of compliance tooling and reseller audits that still hasn't eliminated smuggling. There's no public indication Anthropic has built equivalent reseller-detection infrastructure for API access, a fundamentally different enforcement problem since digital access is far easier to resell at scale than physical silicon.
What the Headline Misses
A gray market is also, perversely, a signal of product strength -- nobody builds black-market demand for a mediocre model. The risk isn't that Claude is unpopular in China, it's that uncontrolled resale complicates Anthropic's compliance posture at the exact moment its valuation and public profile make it a bigger target for regulatory scrutiny, both from the US export-control side and from China's own internet regulators, who have historically been inconsistent about tolerating unauthorized foreign AI access.
Open Questions
The Information's report doesn't say how Anthropic has responded, whether this has been flagged to Commerce Department export-control officials, or how large the gray market actually is relative to Anthropic's reported revenue. Those numbers would determine whether this is a minor compliance footnote or a real crack in the usage figures behind a $2 trillion valuation.