Of the three filings, Anthropic's is the most extraordinary on the numbers, and the easiest to misread on the valuation.
Anthropic submitted its confidential draft S-1 on June 1, 2026, and made its S-1 public on October 26, 2026 (SEC-filed, S-1), proposing the ticker ANT on the Nasdaq Global Select Market (Anthropic has applied to list; approval comes later). It names Goldman Sachs and Morgan Stanley as the lead underwriters, at the head of a syndicate that includes J.P. Morgan. It leaves the price range, the number of shares and the listing date blank. Our full read of the Anthropic S-1 goes through the filing section by section. If it prices near its last private valuation of $965 billion (company-stated, set by the May 2026 Series H), it would be among the most valuable companies ever to go public, a short list that includes Saudi Aramco (2019) and SpaceX (2026). That's the procedural baseline. What gets misread is the valuation everyone keeps quoting.
The widely-cited "$965 billion Anthropic IPO valuation" is not an S-1 target. It's the post-money valuation from Anthropic's Series H round, which closed May 27–28, 2026 on a $65 billion raise. The S-1 doesn't set a target either. The public filing of October 26 leaves the price range blank, and a later amendment fills it in. (A company that filed a confidential draft must file publicly at least 15 days before its roadshow starts, under the SEC's draft-filing rules.) So when headlines say "Anthropic going public at $965B," what's happening is media inference from the last private round, not a number Anthropic has filed with the SEC. The distinction matters because bears comparing $965B to revenue and bulls modeling forward IPO pricing may not be looking at the same number at all.
What is extraordinary is the revenue trajectory. Anthropic went from an $87 million run-rate in January 2024 to a $47 billion run-rate in May 2026, roughly 500× in about 28 months. Claude Code alone is reported at a $2.5 billion run-rate (Simon Willison, May 29, 2026; CNBC, May 28, 2026). That curve is the bull case condensed into a single chart, and the bear case is one observation about it: every published version of the chart has to compress the early months into a flat line near zero because the y-axis has to span from $87 million to $47 billion. The visual is genuinely hard to draw without distorting it, which is part of why pre-IPO valuation arguments around Anthropic keep talking past each other.
Drawn as the literal hockey-stick it is, the trajectory is hard to argue with, and equally hard to extrapolate:

Every argument about Anthropic's $965B valuation begins with this curve.
The share structure is unusual, and the S-1 (SEC-filed) now spells it out. Anthropic plans a five-class stock structure. Class A is the class sold to the public, with one vote per share. Class N has no vote except where the law requires one, and is held mainly by strategic business partners. Class T is a single share held by the Long-Term Benefit Trust, an independent body whose trustees may not own Anthropic shares; it elects four of the seven directors after the IPO (one of those four seats is vacant). Class F is a single share held by the seven co-founders through Founder LLC, and it carries 50.1% of the voting power. Class E is for employees and votes only on narrow matters. In plain terms, the founders' share decides most stockholder votes and the Trust picks the board majority. The filing says holders of Class A stock "generally will not be able to affect the outcome of any matter submitted to a vote of our stockholders or the election of our directors, regardless of how they vote." That is a more restrictive arrangement than Google's or Meta's dual-class setups.
The S-1 replaces earlier margin reporting with filed numbers (SEC-filed, S-1; the 2026 figures are unaudited). Anthropic reported a GAAP operating loss in every year and six-month period it presents, including a $693 million operating loss for the first half of 2026. The second quarter of 2026 alone showed GAAP operating income of $974 million on $11.6 billion of revenue, the only quarter in the filing's quarterly table with an operating profit. The net loss is far larger: $80.7 billion for the first half of 2026, mostly because the value of convertible promissory notes held by Amazon rose with Anthropic's valuation. Only the company's non-GAAP "adjusted" profit measures were positive for the half-year (GAAP operating cash flow was also positive, $3.9 billion). (Before the filing, The Information had reported a Q2 operating profit of about $559 million on $10.9 billion of revenue.) Inference gross margin is reportedly improving from ~38% to 70%+ over the next two years. Set against that is the compute-concentration risk: the S-1 says Anthropic agreed to spend up to $120.5 billion with SpaceXAI, SpaceX's AI unit, over terms running into 2029, about $3.1 billion a month once all capacity is delivered, though after early 2027 either side can cancel on 90 days' notice. Before the filing, a KeyBanc analysis was reported to put AWS at about 60% of compute spending (a pre-filing estimate, not an S-1 figure). Anthropic also has compute deals with Google, Microsoft, AMD and others, per the S-1, so a handful of large partners supply most of Anthropic's capacity.
On the multiple itself: $965B against a $47B run-rate is about 20.5× revenue, a run-rate multiple on the private $965 billion valuation, not an IPO price. On filed revenue for the 12 months to June 30, 2026 (about $19.7 billion), it would be about 49× (our arithmetic). For context, Nvidia trades around 25× sales, Snowflake around 12×, Microsoft around 13×. So Anthropic's multiple is at the upper end of comparable enterprise software, not absurd against its peers, but not cheap either. That valuation only makes sense if you believe the $47B run-rate is going somewhere much bigger, which is exactly the assumption every side of the debate is stress-testing.