Michael Burry, the investor who famously shorted the housing market before the 2008 crash, has laid out his case against Anthropic's IPO with a single devastating ratio: the Claude developer has committed to $895 billion in future compute spending, roughly 12 times the $100 billion annual revenue that even bullish investors expect next year. Burry's analysis, published on Substack, focuses on Anthropic's amended S-1 filing from November 2, which revealed Q3 revenue surging to $17 billion but also disclosed the staggering scale of take-or-pay contracts with hyperscale cloud providers. These are not optional expenses. Under take-or-pay terms, Anthropic pays whether it uses the compute or not. The structural concern is straightforward: if demand for Claude flattens, slows, or shifts to cheaper competitors, Anthropic is still on the hook for infrastructure it cannot use. Burry writes that this arrangement could force the company to pay above-market rates for compute it doesn't need, eroding margins and competitive positioning simultaneously. Burry has not always been bearish on Anthropic. In April 2026, he described the company as "eating Palantir's lunch" and noted that the market was moving toward plug-and-play AI model integration — a trend that favored Claude. His pivot came when the S-1 revealed the scale of fixed obligations underlying that growth. The tension Burry identifies is real and not unique to Anthropic. The entire frontier AI sector is locked in a compute arms race where the price of staying competitive is locking in multi-year infrastructure deals worth hundreds of billions. The question is whether revenue growth will catch up to these commitments before they become anchors. "This company is not just priced on optimism — it is betting its entire existence on that optimism," Burry wrote. He confirmed he has no plans to buy Anthropic stock and does not expect to become a shareholder in the near term. The market will now decide whether Burry's ratio — 12:1 commitments to expected revenue — is a warning sign or simply the cost of building at the frontier. For investors, the amended S-1 has made it impossible to ignore the question.