The short version
Nvidia said on Tuesday it will invest $3 billion in Meta’s share sale. Meta will use money like that to buy chips from Nvidia.
The sale is enormous. Meta announced equity offerings on 26 October to fund AI infrastructure, with the planned raise reported at around $95-97.5 billion.
And Nvidia isn’t alone. Meta said Nvidia (NVDA), AMD (AMD) and Broadcom (AVGO) have expressed non-binding interest in buying up to $5 billion of its shares collectively. All three sell Meta the chips the money is for.
Why this matters beyond Meta: when suppliers help fund their customers’ purchases, revenue can look stronger than underlying demand. It is not improper, it is disclosed, and it is worth understanding before buying anything in the AI supply chain.
The backdrop: Meta reported on 21 October with revenue up 26% to $64.6 billion, fourth-quarter guidance of $73-76 billion, and capital spending guided to $135-145 billion this year.
Its workforce shrank 12% in three months, to about 66,000 people, according to finance chief Susan Li.
And shareholders are getting a new kind of share: a one-for-one dividend of non-voting stock, which funds the spending without diluting control.
Zuckerberg’s summary: the investments are paying off, the core business is strong. The market agreed enough to push the shares up about 2.5% after hours.
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What did Meta report?
- 💵 Revenue: $64.6 billion, up 26% year on year, against roughly $63.4 billion expected.
- 📈 Fourth-quarter guidance: $73-76 billion. Strong, and the main reason the shares rose after hours.
- 📊 GAAP earnings: $3.83 a share. Worth a caveat: outlets published very different earnings comparisons on the night, and CNBC noted it wasn’t clear the headline figure was comparable with the consensus estimate. Use revenue and guidance as your anchor on this one.
- 🥽 Reality Labs: $443 million of revenue against $4.13 billion of losses in the quarter. Full-year losses are guided at up to $19 billion, falling to about $15 billion in 2027 as spending shifts toward AI.
How much is Meta actually spending?
$135-145 billion on capital expenditure this year, with the bottom of the range raised from $130 billion.
Here’s the part worth doing the arithmetic on, and this calculation is ours:
- Meta had spent about $86 billion through the first nine months.
- The midpoint of guidance is $140 billion.
- That leaves roughly $50 billion for the final quarter alone — more than it spent in the first half.
What that does to cash: in the second quarter, capital spending of $31.1 billion left free cash flow of just $784 million, down from $8.55 billion a year earlier. Operating margin fell to 31% from 43%.
The revenue is growing fast. The spending is growing faster.
The circle, drawn plainly
Nvidia sells Meta chips. Nvidia then buys Meta shares. Meta uses the money to buy more Nvidia chips.
Each step is normal on its own. Together they form a loop worth understanding.
What was announced:
- 💰 Nvidia will invest $3 billion in Meta’s equity offering, alongside an expanded partnership covering Meta’s Muse models and Nvidia’s Vera Rubin systems, Vera CPUs, Spectrum-X networking and BlueField-4. One report notes the investment is subject to closing conditions.
- 🤝 Nvidia, AMD and Broadcom together expressed non-binding interest in up to $5 billion of Meta’s Class A shares.
- 🔗 All three are already deep in Meta’s supply chain: Nvidia agreed in February to supply millions of chips, AMD has a deal covering up to six gigawatts of GPUs, and Broadcom helps build Meta’s custom processors. If the differences between them aren’t clear, our semiconductor explainer sets out what each actually sells: Nvidia and AMD make the accelerators, Broadcom builds the custom silicon hyperscalers use to reduce their dependence on both.
The case for it being fine: these are long-term partners with genuine insight into the demand. Investing in a customer you believe in is ordinary commercial behaviour, and all of it is disclosed.
Meta is not the only one doing this. Anthropic’s own filing commits hundreds of billions to AI chips, and the same handful of chipmakers sit on the receiving end. When two of the largest AI spenders in the world are buying from the same suppliers, those suppliers’ revenue is concentrated in very few customers.
These are not small companies having a quiet year either. All three rose again on Monday as Anthropic’s IPO filing landed.
The case for caution: when a supplier funds the customer that buys its product, some of that customer’s spending is the supplier’s own money coming back as revenue. It can make demand look more independent than it is. Nvidia has taken part in roughly 121 investment rounds this year, against 13 in 2022, which is why this pattern is drawing scrutiny.
What to actually do with this: don’t treat it as a scandal or dismiss it. Just ask, of any AI company you research, how much of its revenue comes from customers it has also financed. Anthropic’s IPO filing showed the same shape from the other end: SpaceX’s own accounts show a customer identified as Anthropic generating 34.5% of its quarterly revenue.
And here is why concentration matters even if you own none of these names. Nvidia and Micron, both reporting in the coming weeks, are expected to account for roughly 34% of the S&P 500’s earnings growth for the past quarter, according to Dow Jones Market Data. Two companies carrying a third of the index’s profit growth is a concentration risk every index investor holds whether they know it or not. The same build-out runs through memory, which is why SanDisk’s revenue rose 175% on mid-teens volume growth: prices, not units.
Concentration and circularity are the two questions that matter most in this boom, and neither shows up in a headline growth rate.
A smaller company, doing more
Meta’s workforce fell about 12% in a single quarter, to roughly 66,000 people. That is the company’s own disclosure, from finance chief Susan Li on the earnings call.
Set it beside 26% revenue growth and you get the shape of what is happening: more output, fewer people, with the money redirected into infrastructure.
This is becoming the defining pattern of this earnings season rather than a Meta quirk. Spotify described the same thing when it said AI let it ship more features with flat headcount. Infosys showed the other side of it, where a fast-growing AI business sits on top of a legacy one that is shrinking.
The new share class, explained
Meta is issuing a one-for-one dividend of non-voting stock. If you own a share, you get a second share that carries no vote.
Why a company does this: it creates currency. Non-voting shares can fund acquisitions, pay staff and raise money without diluting the voting control of existing holders. For a company planning to spend $140 billion a year, having a way to issue stock without changing who decides things is useful.
What it means for you as a shareholder: your economic stake is unchanged, your influence is diluted at the margin, and the company has bought itself flexibility to keep spending.
It is also the second major AI company this month to put governance front and centre. Anthropic’s IPO filing discloses a founder entity holding 50.1% of voting power and a trust electing most of the board. The pattern is worth noticing: the companies building AI are structuring themselves so that outside shareholders fund the work without directing it.
What could go wrong?
- 💸 The cash squeeze is real. Free cash flow of $784 million in the second quarter, from $8.55 billion a year earlier. Operating margin down to 31% from 43%. Advertising is paying for the AI build-out, and it has to keep doing so.
- 🏗️ Meta has no cloud business to sell the capacity to. Alphabet, Amazon and Microsoft can rent their data centres to customers. Meta’s infrastructure serves Meta. That makes the return harder to prove.
- ⏳ Management has said returns on the newer AI bets will take longer. That’s honest, and it’s also an invitation for patience the market may not extend indefinitely.
- 🥽 Reality Labs lost $4.13 billion in a quarter on $443 million of revenue. Losses are guided to fall in 2027, but the cumulative total is enormous.
- 🗳️ Control is concentrating, not loosening. The non-voting dividend means future share issuance need not dilute the people currently in charge.
- 📉 The share price has been volatile, trading around $645 last week against roughly $720 earlier in the month. META is an example to research, not a recommendation.
What should investors take from this?
Watch the gap between revenue growth and spending growth. Revenue up 26% is excellent. Capital spending heading for $140 billion, with roughly $50 billion of it in a single quarter, is the number that decides whether this works.
Three habits:
- 🧮 Do the subtraction yourself. Full-year guidance minus what’s already spent tells you what the final quarter holds. Companies rarely spell that out.
- 💵 Follow free cash flow, not just profit. Meta’s profit looks healthy. Its free cash flow nearly vanished in the second quarter. Both are true, and the second is the one capital spending shows up in.
- 🗳️ Read what a new share class actually does. Non-voting stock is a financing tool, and it tells you how a company plans to pay for the next few years.
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FAQs
What did Meta report for Q3 2026? Revenue of $64.6 billion, up 26% year on year and ahead of the roughly $63.4 billion expected, with fourth-quarter guidance of $73-76 billion. GAAP earnings were $3.83 a share. Reality Labs generated $443 million of revenue against $4.13 billion of losses.
How much is Meta spending on AI? Meta guided to capital expenditure of $135-145 billion for 2026, raising the bottom of the range from $130 billion. It had spent about $86 billion through the first nine months, implying roughly $50 billion in the fourth quarter at the midpoint.
Why did Meta’s workforce shrink? Finance chief Susan Li told analysts the workforce fell about 12% quarter on quarter to roughly 66,000, as the company cuts costs elsewhere while directing spending toward AI infrastructure.
What is Meta’s new non-voting stock? Meta announced a one-for-one dividend of a new non-voting share class. Holders receive an additional share carrying no voting rights, giving the company a currency it can issue without diluting voting control.
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