Article by Violeta Todorova
Anthropic Files to Go Public The Moment of Truth for the AI Industry
October 30, 2026 | Research
Key Takeaways
A historic test for AI. Anthropic is preparing a potentially record-setting IPO, reportedly at a valuation of about $1.5 trillion.1
Explosive growth, heavy losses. Revenue jumped to $16.3 billion in the first half of 2026 from $1.2 billion a year earlier, alongside an $80.7 billion net loss.2
Investors buy the shares, not control. A single founders' share carries a fixed 50.1% of the vote, and a benefit trust elects four of the seven directors.1
Five years after a handful of researchers walked out of OpenAI to build a safer kind of AI company, that company is asking Wall Street to value it at somewhere between $1.5 trillion and $2 trillion.1 On October 26, Anthropic filed its S-1 to list on the Nasdaq Global Select Market under the ticker ANT,2 with pricing and listing expected between November 17 and 20.3 If the deal lands as reported, it would be the largest IPO in history and the first time public markets put a price directly on a frontier AI lab.
Anthropic’s IPO filing has provided investors with a detailed view of the economics underpinning the AI boom. The company reported $16.3 billion in first-half revenue, followed by $16.8 billion in the third quarter, with growth exceeding 1,300% from a year earlier. Its $80.7 billion first-half net loss largely reflected non-cash adjustments to financial instruments, while operating cash flow was positive at $3.9 billion.2
The same filing also shows hundreds of billions in compute contracts, and a governance structure that leaves public shareholders with little say. The scale of Anthropic’s infrastructure commitments, with agreements involving Amazon, Alphabet, Microsoft, Broadcom and other providers collectively representing hundreds of billions of dollars in future computing expenditure. The company acknowledged that further fundraising will be necessary as it expands, while flagging regulatory and environmental concerns surrounding data-centre development and electricity demand.2
The initial enthusiasm has moderated, however, as investors weigh the substantial revenue growth emerging from AI applications against the financing commitments needed to deliver additional computing capacity. The market is also awaiting evidence that investment by the largest cloud providers is translating into stronger earnings and cash generation.
Why this IPO is Important for the Whole AI Sector
Anthropic is the first major frontier lab to test the public markets, and everyone else in the industry is watching the result. Until now, AI valuations were set in private rounds among a small club of venture funds, sovereign investors and tech giants. Anthropic's own price went from $380 billion in February to $965 billion after a $65 billion round in May. From November, that number will be set every second by millions of buyers and sellers.
The filing also opens the books of a frontier lab for the first time. Investors can now see the economics everyone had been guessing at. Q2 revenue grew 1,368% year over year while compute expense grew 300%,1 and implied gross margin rose from about 12% in the first half of 2025 to about 85% in the first half of 2026.4 Such incremental economics are ahead even of the hyperscalers. If those numbers hold up, they are the strongest evidence yet that selling AI models can be a real business, not just a cash furnace.
The competitive stakes are just as high. Anthropic will list ahead of OpenAI, which is reported to be delaying its own IPO. The listing is a watershed for both tech and the AI revolution. Anthropic is attempting this just as the AI funding well is running dry. A strong debut would reopen the door for other AI companies; a weak one would make every private AI valuation look suspect.
Valuation Expected at $1.5-2 Trillion
The S-1 does not give a price. It leaves the price range, share count, raise size and valuation blank, so every figure in circulation is a report or an estimate.
The valuation outlook has moderated in recent months. Earlier estimates suggested Anthropic could seek a valuation of $2 trillion or more, while more recent projections put the figure closer to $1.5 trillion.1 In other words, the details of the filling appear to have cooled expectations rather than inflated them.
At $1.5 trillion valuation, investors would pay about 46 times Anthropic’s annual sales, based on doubling its first-half revenue of $16.3 billion.2 Supporters point to momentum: annualized revenue passed $47 billion in May, and existing customers are spending many times more each year. Skeptics answer that the price assumes years of growth at a pace that almost certainly can’t last. The real unknown is how profitable Anthropic will be once its growth settles down.
The Opportunity: What Investors Are Buying
The core of the bull case is that Anthropic has found a business that scales faster than its costs. Three things in the filing stand out.
Growth at an unprecedented scale. First-half revenue of $16.3 billion was roughly 14 times the same period a year earlier.2 Revenue per employee is about $6.6 million, a figure few companies of any kind can match.
Costs falling as a share of sales. Compute and infrastructure cost $8.9 billion in the first half, or 55% of revenue, down from 201% a year earlier. Q2 2026 brought $974 million of operating income, an 8% margin, and was the first profitable quarter in the filing.4
A loss that looks worse than it is. The $80.7 billion net loss is almost entirely a non-cash valuation markdown, not money spent running the business.2 The company also held more than $130 billion in cash and short-term investments at June 30, only about $10 billion less than it has ever raised.
New markets beyond software. Claude has overtaken OpenAI in business adoption, where most AI monetization lives. The filing pitches science as the next frontier, with Claude-powered agents operating lab equipment such as microscopes, liquid handlers and robotic arms for work like drug discovery.2
The Risks: What Could Go Wrong
Anthropic devoted roughly 80 of its 261 main pages in its prospectus to risk factors, against 48 pages describing the business. Six risks stand out the most.
1. The compute bill. Anthropic has signed enormous, mostly non-cancelable contracts for data centers and chips. Estimates of the total range from about $417 billion to roughly $637 billion, depending on what is counted. About $321.4 billion of leases have not yet started, and the company itself warns that margins may shrink when that capacity comes online.2 Growth of roughly 1,300% almost certainly cannot persist. If revenue growth slows faster than these costs arrive, today's profits disappear.
2. Margins that may be flattering. The S-1 does not report a gross margin on the income statement; the 85% figure is backed out of the footnotes. Free-tier compute and partner fees sit in sales and marketing, so the fully loaded margin is lower, and the profit story rests on a single quarter.4
3. Customers who can walk away. Most customers are not on long-term contracts, and nearly 25% of revenue comes from five customers.2 In a market where cheaper rival models keep improving, loyalty is not guaranteed.
4. Owning without controlling. A single Class F share held by the seven co-founders carries a fixed 50.1% of the vote, so public Class A holders can never exceed 49.9%. The Long-Term Benefit Trust, meanwhile, elects four of the seven directors.2 As a public benefit corporation (PBC), Anthropic must legally balance shareholder returns against its mission, which could create real tension.
Public shareholders will also share the company with a new public benefit fund. Anthropic plans to commit 5% of its shares to it, with 2% more for every 50% rise in value above a baseline that has not been disclosed.2
5. Washington and the courts. The Pentagon has labeled Anthropic a "supply-chain risk," and a federal appeals court sided with the Pentagon in a 2-1 ruling. Anthropic has asked the full court to rehear the case and says it cannot be sure the dispute won't hurt its sales to government agencies. Copyright is a second legal front: $1.2 billion of the $1.5 billion settlement with authors was still owed at June 30, and other suits, including from authors who opted out of that settlement, are pending.5
6. The product itself. In a disclosure no other large listing has made, the prospectus warns its models could resist shutdown or pose catastrophic or existential risks.2 For most investors this is a remote tail risk, but it is the first time a company has asked public shareholders to underwrite it in writing.
One timing risk also deserves attention. Some insiders can sell 10% of locked shares on day one and another 35% two trading days after the 2026 annual results.2 The first full-year report and the first big wave of insider selling will land in the same week.
How the Market is Preparing
The clock started on June 1, when Anthropic confidentially submitted its draft S-1, and the public filing on October 26 set the final countdown. SEC staff practice puts the roadshow at least 15 days after the public filing, so marketing cannot begin before about November 10. Reports point to an amended S-1 with third-quarter results between November 5 and 10, and pricing and listing between November 17 and 20.3 Later amendments could still move those dates.
The listing was reportedly pushed from October to November, so investors could see the official Q3 numbers first.
The Nasdaq-100 date is our estimate, not a reported one. Under Nasdaq's fast-entry rule, a large new listing can join the index after 15 trading days, so a mid-November debut points to early or mid-December.
Retail investors are being courted on a large scale. Anthropic is weighing setting aside 15% to 20% of its shares for individual investors, with JPMorgan leading US retail sales.6 SpaceX set aside about 20% for retail in June. Retail money is less price-sensitive, which lets banks push the price higher. For individuals, the practical catch is that heavy demand usually means small, pro-rated allocations.
Index funds are bracing for forced buying. Since May, Nasdaq's fast-entry rule lets a giant new listing join the Nasdaq-100 after just 15 trading days, if its value ranks among the index top 40. More than $800 billion tracks that index, so funds such as QQQ would have to buy Anthropic within weeks and sell other holdings to make room. The SpaceX precedent is a useful warning: it drew an estimated $4.3 billion in forced buying and still fell on July 7 when it joined the index, and dopped around 34% in the following month.7
The Verdict: A Referendum on the AI Economy
Anthropic has already proven the hardest thing to prove in AI: that businesses will pay for it at extraordinary and accelerating rates. The IPO will test if that demand can stay strong enough, for long enough, to cover hundreds of billions of dollars in contracted compute.
Some answers will come quickly. The amended S-1 should bring the price range, deal size and third-quarter results within days. The roadshow will show how hungry institutions really are. The more important questions will take longer: whether the 8% margin survives the arrival of new data centers, whether growth slows smoothly or abruptly, and how a founder-controlled public benefit corporation behaves when safety and shareholder returns collide.
For investors, the choice is unusually clear-cut. Buying ANT means owning a piece of one of the fastest-growing businesses on record, while accepting that you will have almost no say in how it is run. For the AI sector, the stakes are larger. A successful debut validates the economics of frontier AI and opens the door for OpenAI and others. A stumble would force a repricing of every private AI valuation in the market. Either way, by Thanksgiving the AI boom will finally have a public price tag.
Footnotes:
1RInvesting .com, Investors temper Anthropic IPO valuation expectations over revenue growth slowdown, sources say, as of October 15, 2026
2SEC, Anthropic S-1 Registration Statement, as of October 26, 2026
3Moomoo, x. Accessed Oct 29, 2026
4Mostly Metrics, Anthropic IPO: S1 Breakdown, as of October 29, 2026
5NDTV/Profit, Anthropic’s $1.5 Billion Book Srttlement Leaves A Wider Copyright Fight Ahead, as of October 27, 2026
6The Next Web, Anthropic may offer up to 20% of its IPO to retail, Bllomberg says, as of October 28, 2026
7YCharts, Anthropic’s Historic IPO Is Coming: What to Tell Clients, as of October 6, 2026
Author is a contractor of Leverage Shares LLC, a U.S. affiliate of Themes Management Company LLC. Leverage Shares LLC provides certain services to Themes under an intercompany services agreement.