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OpenAI's revenue revision, the chip selloff and the debt behind the boom
2026 年 10 月 9 日 · 星期五本期:AI 交易 · 营收口径 · 算力融资与私募信贷
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A Financial Times report that OpenAI's annualized revenue was closer to $50 billion than the $70 billion investors had been told knocked 1.4% off the Nasdaq 100 and 3.4% off chipmakers. The gap is accounting, not demand.
A Financial Times reportthat OpenAI's annualized revenue was about $20 billion below the levels it had signalled to investors1knockedthe artificial-intelligence trade on Thursday,sending chipmakers sharply lower.
The ChatGPT makertold investorsits annualized revenue was approaching $50 billion at the end of September,according to the Financial Times, which cited financial documents shared with backers.That is well short of the $70 billion figure reported by several media outlets late last month.
Data-center racks: the other side of the AI trade is physical spending — chips, racks and power must be paid for upfront, while the revenue arrives years later.数据中心机柜:AI 交易的另一面是实打实的硬件支出 —— 芯片、机柜与电力,都要先付钱,收入却在数年之后才到。配图:Unsplash 无版权图库素材(非新闻原图),仅作示意。
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The Nasdaq 100fell 1.4%,its worst day in seven weeks,and a gauge of chipmakers slumped 3.4%.Nvidia, Oracle and the memory makersfell— Nvidia nearly 3%, Oracle 5.8%, and Micron and SK hynix more than 4% each.
Red numbers on a trading screen: on 8 October 2026 the Nasdaq 100 fell 1.4%, its worst day in seven weeks, and a gauge of chipmakers slumped 3.4%.交易屏幕上的红色数字:2026 年 10 月 8 日,纳斯达克 100 指数跌 1.4%,为七周来最差单日,芯片股指数重挫 3.4%。配图:Unsplash 无版权图库素材(非新闻原图),仅作示意。
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The $20 billion gapis nota demand shock.Itcomes fromhow the two leading AI developers count sales made through cloud partners such as Amazon Web Services and Google Cloud.
这 200 亿美元的差距并不是需求出了问题。它来自两家领先 AI 公司对「经由 AWS、谷歌云这类云伙伴完成的销售」采用的不同计法。
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Anthropicincludesrevenue from cloud-partner sales in its headline figure;3OpenAI does not.Investors trying to compare the two on the same basisproducedthe larger $70 billion number by 'grossing up' OpenAI's revenue to match Anthropic's method.
Chart 1 | One business, three very different numbers: OpenAI's reported run rate of about $50 billion, the $70 billion figure that circulated after grossing up cloud-partner sales, and Anthropic's year-end target of roughly $100 billionHow to read the bars: all three are annualized run-rate figures, not audited annual revenue, and they are not computed on the same basis. OpenAI's $50 billion is the figure the company gave investors for the end of September; $70 billion is that number grossed up to include cloud-partner sales, the method Anthropic uses. Unit: US$ billion. Sources: Financial Times report of 8 October 2026, as summarised by Reuters/CNA and Investopedia; Anthropic target from investor reporting compiled by the Financial Times and Axios.
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Annualized revenue, or 'run rate',multipliesone recent month's revenue by twelve.Ithas becomea popular metric among fast-growing Silicon Valley startups,but it is not the same as reported annual revenue.
If a customer pays $100 for an AI service through a cloud provider,Anthropic's accountingallowsit to record the full $100 as top-line revenue,2with the cloud provider's cut booked as an expense.OpenAI records only its own share of such sales.
如果一位客户通过云厂商为一项 AI 服务支付 100 美元,Anthropic 的会计处理允许它把 100 美元全额记作营业收入,再把云厂商抽走的那部分记为费用。而 OpenAI 只记录这类销售中它自己分成的那部分。
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The differencecomes down towho each company thinks is selling to the customer —who controls the relationship and is responsible for delivering the product.Bothare compliant;they simply describe the same transaction differently.
Calculator and statements: the dispute is not about demand but about accounting — the same business can report two revenue figures $20 billion apart, depending on whether sales are counted gross or net.算盘与报表:整场争议的分歧点不是需求,而是一个会计问题 —— 同一门生意,用总额法和净额法可以算出两个相差 200 亿美元的营收。配图:Unsplash 无版权图库素材(非新闻原图),仅作示意。
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The distinctionmattersbecause run-rate revenue is shorthand for valuing buzzy private companies,where investors talk in terms of enterprise value to sales — a simple price tag divided by revenue.4If one figure excludes sales a peer includes, that multiple changes without any change in demand.
Analystsputthe gap in blunter terms.'The $20 billion is simply the value of sales flowing through AWS, Google and Microsoft Azure,' said Shay Boloor of Futurum Equities.'It is another reminder that the winner of the AI model race keeps looking like whoever owns the distribution toll booth.'
None of this meansdemand has stalled:OpenAI's revenuein the third quarterwas still growing at more than 70% year on year.The revision reflects a change of definition rather than a change of business.
Private companiesare not bound bythe standardised accounting and disclosure rules that public ones must follow,so their headline numbers can be presented in ways that are hard to compare.A listingwould forceboth OpenAI and Anthropic to show what is actually being counted.
Its rivalis moving in exactly that direction:Anthropicconfidentially filed for a listing in Junetargeting a valuation of about $2 trillion,with backers expecting annualized revenue to pass $100 billion this year.
The revenue questionlandsin the middle of a borrowing boom.Broadcomis arrangingmore than $50 billion in financing for the custom AI chip it is developing with OpenAI,5with Apollo Global Management and Blackstone among the lenders in talks, according to the Wall Street Journal.
营收这个问题正落在一场借贷热潮的正中央。博通正筹措逾 500 亿美元资金,用于它与 OpenAI 共同开发的定制 AI 芯片,据《华尔街日报》,参与洽谈的贷款方包括阿波罗全球管理与黑石。
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Oracleis negotiatingwith Apollo and Goldman Sachsto fund hardware for a one-gigawatt facility through a leasing entity kept off its own balance sheet.7The structureis designed to bridgethe gap between when chips must be paid for and when cloud revenue arrives,while limiting Oracle's own borrowing.
The Wall Street Journalnotedthat 'even the Nvidia chips needed for a one-gigawatt data center could cost tens of billions of dollars.'SpaceX, meanwhile,has approached lenders abouta $40 billion debt structure to buy Nvidia processors.
These deals show where the money is coming from:as public bond markets and internal cash flows come under pressure from data-center expansion,demand for AI capitalis spilling intoprivate credit and leasing through separate entities.6
Chart 2 | The AI money loop: how capital, chips, debt and revenue now feed each otherEditor's schematic, not a chart from the original article. Six steps trace the loop: capital flows in, gigawatts of compute are ordered, suppliers book the sales, suppliers help arrange the debt, sites must be built and powered, and revenue has to repay it all. The dashed line back to step 1 is the feedback loop: whether revenue covers the cost decides whether the next round of capital arrives.
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The physical sideisjust as awkward.Oracleis truckingnatural gas to several data centersto keep building on schedule while pipelines are delayed.
物理层面同样棘手。甲骨文正把天然气用卡车运往多个数据中心以便在管道延期时保持工期。
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The workaroundis expensive.Energy analystsestimatethat trucked gas costs roughly four times as much as gas delivered by pipeline,and powering just 100 megawatts can require a large trailer every 40 minutes.
Oracle also issueda force majeure notice to the New Mexico developer, shielding it from some payments if delays continue.Its free cash flow is negative,8and is expected to stay that way until more AI data centers are finished and earning revenue.
甲骨文还发出了对墨西哥州开发商的不可抗力通知,若延期持续可免除部分付款。其自由现金流为负,并预计在更多 AI 数据中心建成创收之前一直如此。
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The pressureis already reachingthe listing pipeline.Firmus Grid, an Australian data-center company backed by Nvidia,is set to postpone its IPO and weigh a private round instead.Analysts called it an ominous sign for other proposed data-center listings.
The question investors are askingissimple:can revenue keep pace with the spending?'Investors are becoming a bit skeptical about how long this huge AI spending can last with borrowing costs rising in a significant way,' said Matt Maley of Miller Tabak.
投资者在问的问题很简单:营收跟得上支出吗?「随着借贷成本显著上升,投资者开始有点怀疑这轮巨额 AI 支出还能持续多久,」Miller Tabak 的 Matt Maley 说。
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Yet the selling stayed narrow:more than two-thirds of S&P 500 membersadvancedwhile small caps were little changed,as investors rotated toward defensive sectors rather than leaving equities.9
'My biggest surprise is the tech selloff remains concentrated, with more than two-thirds of S&P 500 constituents higher and small caps close to flat,'said Chris Murphy, co-head of derivatives strategy at Susquehanna International Group.'Strength in staples and low-volatility stocks points to rotation toward defensives rather than broad-based equity selling.'
「最让我意外的是,这轮科技股抛售依然很集中 —— 标普 500 超过三分之二的成分股上涨,小盘股接近持平,」Susquehanna 国际集团衍生品策略联席主管 Chris Murphy 说。「必需消费与低波动股走强,说明这是转向防御,而不是全面抛售股票。」
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Macroadds tothe pressure.Brent crudejumped more than 4% to settle above $104 a barrelafter fresh attacks on tankers, threatening a recent recovery in Middle East flows and keeping inflation expectations alive.
Bondsoffered a reminder of the cost of money:long-dated Treasury yieldsretreated from more than two-decade highsafter solid demand at a 30-year auction.The rally extended after President Trump said he would hold off attacking Iran until after the November 3 midterm elections.
The rate outlookisthe other half of the story.Fed Governor Christopher Waller said further increases will probably be needed,and St. Louis Fed President Alberto Musalem said rates should rise over the next six to nine months.Markets put the odds of a December hike at nearly 70%.
Higher ratesbiteprecisely where AI is most exposed.Most of the spending is upfront, in land, chips and power, while the revenue arrives years laterwhich is exactly why so much of the financing is being pushed into private credit and off-balance-sheet entities.
The chip cycleis already showing its own strains:Samsung Electronicsreported record quarterly operating profit of about 107 trillion won, up more than sevenfold,yet its shares felland the company is cutting fourth-quarter smartphone supply by 20% to 30%, blaming memory prices.
Chipmakershave risen more than 80% this year,which sets a high bar for the earnings season that begins next week.'The market's going sideways in anticipation,' said Terry Sandven of US Bank Wealth Management.'What's equally telling is that year-to-date, the path of least resistance for equities has been up.'
芯片股今年涨幅已超 80%,这为下周开始的财报季设下了很高的门槛。「市场在观望中横盘,」美国合众银行财富管理的 Terry Sandven 说。「同样说明问题的是,今年以来股票最省力的方向一直是向上。」
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Three things to watch now:the third-quarter earnings season,whether the Broadcom and Oracle financings actually close,and Anthropic's filings, which will offer the first audited look at the economics of a frontier AI lab.
眼下要盯三件事:三季度财报季;博通与甲骨文的融资能否真正落地;以及 Anthropic 的申报文件 —— 它将首次以经审计的视角,展示一家前沿 AI 实验室的经济账。
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For readers,the practical lessonisto ask what is inside a revenue number.Run rate and reported revenue are different things, gross and net are different things,and a $20 billion difference can come down to a definition rather than a slowdown.
The AI tradeis no longera bet on whether the technology works.Itis a bet onwhether the money adds up —and this week, the market asked for the receipts.
这轮 AI 交易已不再是对「技术行不行」的押注。它而是在押注钱能不能对得上账 ——而本周,市场要凭证。
Annualized revenue takes one month's (or one quarter's) sales and scales it up to a full year — one month times twelve. It is a speedometer, not an odometer: it shows how fast a company is growing right now, not what it actually earned.
Why it matters here ▸ OpenAI said its figure was about $50 billion at the end of September. The $70 billion in circulation was the same business measured with someone else's ruler.
Extended note: Annualised metrics are popular in Silicon Valley because they let a three-year-old company quote a number that sounds like a big company's. When you meet one, ask three questions: which month was used, is it gross or net, and does it include one-off or not-yet-collected contracts? After an IPO, the audited annual revenue appears alongside it, and the two often differ materially — that is a difference of definition, not necessarily of honesty.
2gross versus net revenue/ɡrəʊs ˈvɜːsəs net ˈrevənjuː/点击看中文解释 ↓
When a middleman handles the sale, a company can book either the gross amount (everything the customer paid) or the net amount (only what it keeps). Same customer, same product, two very different revenue lines.
Why it matters here ▸ A $100 sale through a cloud provider: Anthropic can book the full $100 with the platform's cut as an expense; OpenAI books only its own share.
Extended note: The accounting test is who acts as principal: whoever sets the price and carries inventory and service risk can book gross revenue; otherwise only net. That is why marketplaces, cloud platforms and resellers are hard to compare — a gross reporter shows a much bigger top line and a much thinner margin, and a net reporter the reverse. Always read revenue and margin together.
Sales made through a cloud platform. The customer buys on Amazon Web Services, Google Cloud or Microsoft Azure, the platform handles billing, and the AI company is paid a share.
Why it matters here ▸ Counting them or not is the whole $20 billion question — the two AI labs answer it differently.
云伙伴渠道销售 —— 客户在 AWS、谷歌云或微软 Azure 上购买 AI 服务,由云平台负责开票收款,AI 公司按约定分成。
拓展知识:这类渠道对 AI 公司来说是「量大利薄」:能极快接触到成千上万的企业客户,但平台要抽走一大块,而且客户关系握在平台手里。于是出现了本文那句俏皮话 —— 真正的赢家是「握着分销收费站的人」。对读者的启发是:看到一家 AI 公司增长飞快,先问它的客户到底是谁的客户。
Extended note: For an AI company this channel is high volume, thin margin: instant access to thousands of enterprises, but the platform takes a large cut and owns the customer relationship. Hence the quip about whoever owns the distribution toll booth. The lesson for a reader: when a company grows vertiginously, ask whose customer it really is.
4enterprise value to sales/ˈentəpraɪz ˈvæljuː tə seɪlz/点击看中文解释 ↓
A valuation multiple: a company's enterprise value (roughly its price tag, including debt) divided by its revenue. It answers the question 'how many dollars does an investor pay for each dollar of sales?'
Why it matters here ▸ Change the revenue definition and the multiple moves without a single customer changing behaviour — which is why the $50bn/$70bn debate rattled valuations.
Extended note: Most industries trade at one to three times sales; high-growth software can reach double digits, provided investors believe future profits are coming. Such multiples are extremely sensitive to the denominator: change the revenue definition and the multiple moves. A serious valuation discussion therefore fixes the definition before quoting the multiple — the other order produces numbers that cannot be compared.
5vendor financing/ˈvendə ˈfaɪnænsɪŋ/点击看中文解释 ↓
When the supplier helps the customer pay for what it is buying — by arranging loans, leasing the equipment, or guaranteeing the debt.
Why it matters here ▸ Broadcom is arranging more than $50 billion for the chips it is building with OpenAI. You make the chip, then help your customer borrow the money to buy it.
Extended note: It cuts both ways. It locks in orders: customers who lack cash can still buy, and the supplier secures long-term demand. The risk is that the supplier's balance sheet is now tied to the customer's ability to pay — if end demand or prices disappoint, the write-offs land on the seller. History offers well-known episodes in telecom equipment and aircraft leasing, so read vendor financing as a sign of leverage being added to the chain.
6private credit/ˈpraɪvət ˈkredɪt/点击看中文解释 ↓
Lending by private funds rather than banks or public bond markets. The money comes from institutional investors, terms are negotiated in private, and there is no daily market price for the loan.
Why it matters here ▸ With data-center spending far beyond internal cash flow, AI capital demand "is spilling into private credit", according to the Wall Street Journal's account of these deals.
拓展知识:它近年规模暴增,原因是快、灵活、可以承接传统银行不愿做的复杂结构。代价是两件事:不透明(没有公开定价,估值靠模型)与期限错配(资金多来自可赎回的中短期份额,而资产往往是十年期的项目)。当这类资金大量涌入同一个主题(比如 AI 基建)时,行业风险会被集中放大约束在少数机构手里。
Extended note: Private credit has boomed for being fast, flexible and willing to take structures banks avoid. Two costs follow: opacity, because loans have no public price and are valued by models, and duration mismatch, since the money often comes from redeemable shorter-term vehicles while the assets are decade-long projects. When such capital piles into one theme, sector risk becomes concentrated in relatively few hands.
7off-balance-sheet/ˌɒf ˈbæləns ʃiːt/点击看中文解释 ↓
Financing structured so the debt does not appear as a liability on the company's own balance sheet — typically through a separate entity that borrows and owns the assets, which the company then leases.
Why it matters here ▸ Oracle would have investors set up a company that buys the chips and leases them to Oracle, bridging the gap "while limiting Oracle's own borrowing".
Extended note: It solves a timing gap: chips must be paid for now while cloud revenue arrives years later, and booking all of it directly would hit leverage and credit ratings at once. Accounting rules, however, only allow it when the company has genuinely transferred the risks and rewards; where it keeps them, consolidation is required. So when you meet such a structure, look for the commitments — minimum leases, guarantees, repurchase obligations. Commitments are harder to hide than debt.
8free cash flow/friː kæʃ fləʊ/点击看中文解释 ↓
The cash left after a company pays for everything it needs to keep running and to grow. If it is negative, the business is consuming more cash than it generates and must keep raising money.
Why it matters here ▸ Oracle's free cash flow is negative and is expected to stay that way until more AI data centers are finished and earning revenue.
Extended note: It is one of the hardest lines to dress up, because cash movements leave a bank trail. For a capital-heavy company, first check the direction of free cash flow and who is funding the gap: equity issuance dilutes existing owners, debt raises the interest burden, and supplier credit shifts risk upstream. The three are far from equivalent.
Investors selling one group of shares and buying another — here, moving out of high-growth technology and into sectors whose demand holds up in a downturn, such as staples and utilities.
Why it matters here ▸ Chip stocks fell hard, yet more than two-thirds of S&P 500 members rose and staples and low-volatility shares were strong: rotation, not a broad exit.
Extended note: Telling rotation apart from a broad selloff matters for risk assessment. Rotation means the market is still there and merely reallocating: the pool of money is intact and sentiment has not broken. A broad selloff shows up as everything falling together, correlations near one, and even defensives down. The easiest test is the ratio of decliners to advancers on the day; in this story, two-thirds of the index rising is exactly that evidence.
读后测验 · Check Your Understanding
3 道题。点选项立即判分;解析需要单独点开。
Q1Why was OpenAI's annualized revenue reported as about $20 billion lower than the earlier $70 billion figure?
正确答案:B
答案在第 4、5 段:两家公司对「经由云伙伴完成的销售」计法不同 —— Anthropic 计入,OpenAI 不计入;$70bn 是投资者为了做同口径比较而把 OpenAI 的数字「放大」后的结果。A 项原文明确否认需求出问题(三季度仍同比增长逾 70%);C 项原文没有任何监管介入;D 项原文也没有提到合同失效。 Anthropic includes revenue from cloud-partner sales in its headline figure; OpenAI does not.Option B restates the mechanism: the gap is a definition, not lost demand. A contradicts the reported 70%-plus growth, C invents a regulator, and D invents lapsed contracts.
Q2According to the piece, why does the distinction between gross and net revenue matter to investors?
正确答案:C
答案在第 9 段:估值倍数(如企业价值/销售额)以营收为分母,口径一变倍数就变,而需求可以纹丝不动。A 与 C 项原文均无依据 —— 私营公司同样要合规、净额法也绝非上市公司专属;B 项把会计口径与税负混为一谈,原文未提税收。 If one figure excludes sales a peer includes, that multiple changes without any change in demand.Option C is the text's own logic: the multiple is built on revenue, so the definition drives the number. A and D invent rules, and B swaps accounting presentation for tax treatment.
Q3Which statement best captures the argument of the article as a whole?
正确答案:D
答案贯穿全文,尤其在第 22、28、33 段:投资者问的不再是「技术行不行」,而是「营收能否跟上支出」,而加息让这个问句更难回答。A 项与原文相反(三季度仍增长逾 70%);B 项原文只是提醒私营指标口径不统一,并未主张禁止;C 项被第 23、24 段否定 —— 抛售局限在科技板块,标普 500 超过三分之二成分股仍在上涨。 The AI trade is no longer a bet on whether the technology works. It is a bet on whether the money adds up.Option D is the thesis restated in the closing lines. A contradicts the growth data, B over-reads a caution into a ban, and C is refuted by the narrowness of the selloff.