Anthropic let rivals pay to copy Claude, then locked them out before a $2 trillion IPO
Anthropic told pre-IPO investors that distillation, rival labs paying to copy Claude's behavior, made up 5 to 7 percent of revenue before it curtailed the trade in Q3. Held at that share, the line runs near $4 billion a year, a cost the pitch for a listing above $2 trillion had never carried.
Vincent Jiang · 3 min read
The copy fee buried in the IPO meetings
The number nobody led with from Wednesday's pre-IPO meetings: Anthropic's$350B — Anthropic, private, latest valuation $350B rivals were paying it to be copied, in an offering bankers say could value the company above $2 trillion 37. Distillation, running queries through Claude and training a rival model on the replies, accounted for 5 to 7 percent of revenue, and Anthropic told investors it materially curtailed the practice in the third quarter 13. On second-quarter revenue of $11.5 billion, that share is more than half a billion dollars of competitor money 24.
Growth slowed the quarter the meter stopped
The disclosure landed in the quarter investors were reading for permission to pay $2 trillion 37. Revenue reached $16.8 billion, up 45 percent sequentially, after roughly 140 percent growth in the second quarter 1456. Goldman Sachs+1.39% — Goldman Sachs, up 1.39 percent today and Morgan Stanley+0.49% — Morgan Stanley, up 0.49 percent today lead an offering bankers have said could raise more than $100 billion 37.
Revenue more than tripled in 2026; quarterly growth slowed from ~140% to 45%
Data
| Revenue | |
|---|---|
| Q1 2026 | $4.7 |
| Q2 2026 | $11.5 |
| Q3 2026 | $16.8 |
A safety policy that cuts the top line
The case against those paying customers came from Anthropic itself. Its September report, 154 pages titled Detecting and Countering Misuse of AI, says DeepSeek routed 12.1 million user inputs into Claude over 14 days in July and Moonshot more than 23 million between May and July; China's regulator is now probing both labs 8. Meta−0.26% — Meta, down 0.26 percent today and Microsoft+0.88% — Microsoft, up 0.88 percent today, two more large clients, now lean more on their own models 3. A buyer in the listing is underwriting a revenue line the company's own policy removes.
The curtailed distillation line ran near $4B a year
- Estimate
Data
| Value | Range | |
|---|---|---|
| Q2 2026 (estimate) | $0.69B | $0.575–0.805B |
| Q3 2026 at that share (estimate) | $1.01B | $0.84–1.18B |
| Annualized run rate (estimate) | $4.04B | $3.36–4.70B |
Margins flipped, the run rate did not
Elsewhere the meeting was friendlier. Anthropic banked $1.70 of revenue per dollar of compute, up from $0.63 in 2025, on 11 percent operating margins and positive cash flow 13. TMT Breakout's own estimate still puts September's annualized run rate, one month of revenue scaled to a year, near $70 billion, short of the high-70s investors expected, and pins $4 to 7 billion of the gap on the lockout plus Meta and Microsoft moving to their own models 1. SemiAnalysis projects about $74 billion by year-end, against summer investor hopes above $100 billion 3. The $110 billion figure Reuters carried came from attendees, not company guidance 16. And a price war has arrived: Anthropic priced Claude Haiku 5.5 about 75 percent below its predecessor this month 3.
Analysts see the run rate near $70B; summer hopes were above $100B
- Estimate
Data
| Value | |
|---|---|
| TMTB, September (estimate) | $70B |
| SemiAnalysis, year-end (estimate) | $74B |
| Reuters attendees (estimate) | $110B |
Menlo reads the same numbers the other way
Matt Murphy, a Menlo Ventures partner and early Anthropic investor, sees the same numbers the other way: since Claude 3.5 Opus, Anthropic has held more than 70 percent of tokens and revenue on OpenRouter, a marketplace for model access, and enterprise AI spending grew about fivefold this year 9. Usage reports do show tokens shifting to roughly 80 percent open-weight models, ones anyone can download and run, in twelve weeks; companies will still cap them at 20 to 30 percent of tokens, Murphy says, because frontier intelligence matters 9.
October decides the $100 billion question
The next reading is October's revenue, expected to re-accelerate on the newer Claude models Opus 5.5 and Sonnet 1. The listing may slip until after the November midterm elections 6. New York City Comptroller Mark Levine, who oversees pension funds holding more than $325 billion, has asked Anthropic to pause the offering until it closes the safety gaps its own filing concedes 7. That prospectus warns advanced AI could pose catastrophic or existential risks to humanity 6. October's revenue will show whether the growth Anthropic switched off comes back. Until then, buyers are asked to pay above $2 trillion 37 for a company that has shown it will cut a paying line of business as a safety measure.
Deepdive
AI-generated from this story and its cited sources. Not investment advice.


