Anthropic Revenue per Dollar of Compute Falls to $1.72 in Q3 Ahead of IPO

The margin compression is the story here: revenue is growing quickly, but the cost of the compute behind it is growing faster, and with contractual obligations overwhelmingly tied to compute and infrastructure, that gap becomes structural rather than seasonal. For a company heading into a Nasdaq listing at a trillion-dollar-plus valuation, the market will be pricing a business whose unit economics are moving the wrong way even as the top line climbs. Whether the ratio stabilizes as revenue scales, or keeps declining as obligations come due, is the open question that the listing will put in sharp focus.