What To Look For In AI Boom Data Before Big Tech Reports
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🔍 Read the full analysis: What To Look For In AI Boom Data Before Big Tech Reports on ThorstenMeyerAI.com

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TL;DR

SK hynix reported record third-quarter operating profit on October 28, while Microsoft and Alphabet were due to report that evening and Amazon on Thursday. The figures show strong chip demand, but earnings are concentrated and Big Tech’s planned AI spending is large relative to the cash flow it generates. Investors will be watching capital spending, cloud growth, free cash flow and capacity guidance.

SK hynix reported third-quarter operating profit of 83.3 trillion won on October 28, about 7.3 times its level a year earlier, as investors awaited results from Microsoft and Alphabet that evening and Amazon on Thursday. The contrast puts the AI boom’s central question in focus: chip demand and profits are surging, but the cloud companies financing much of the buildout must show that revenue and cash generation can keep pace.

SK hynix, a major supplier of high-bandwidth memory used alongside AI processors, reported revenue of 104.6 trillion won, up 328% from a year earlier, and operating profit of 83.3 trillion won, up from 11.4 trillion won. Its reported operating margin was 80%. The company said long-term agreements with 14 major customers cover more than half of its planned capacity for 2027 and 2028. Its third-quarter figures were preliminary and unaudited.

The profit surge was not matched by every measure of earnings: net profit fell 58% from the prior quarter to 39.8 trillion won, which the source account attributed to non-operating items. SK hynix forecast that demand would exceed supply through 2030; that is the company’s outlook, not an independently established outcome. The company also announced a planned 2026 shareholder payout of about 100 trillion won, including a 14 trillion won dividend and a 20 trillion won buyback approved this quarter.

Big Tech spending is another test. Alphabet, Amazon, Microsoft and Meta together plan roughly $725 billion to $745 billion in capital spending in 2026, based on the source author’s sum of company guidance. Analysts expected Alphabet and Amazon to report negative free cash flow again for the third quarter. Those expectations are forecasts, not reported results. Investors can compare them with cloud growth and any updated spending plans when the companies publish their figures.

At a glance
reportWhen: October 28, 2026; Microsoft and Alphabe…
The developmentSK hynix reported record third-quarter operating profit ahead of earnings from Microsoft, Alphabet and Amazon, sharpening questions about whether AI-related spending can produce returns.
Thorsten Meyer AI
Preview · 28 Oct 2026

Infographic 01 · The boom in numbers

Record profits, narrow growth, rising bills.

Six numbers from company releases, FactSet and the Census Bureau, before Microsoft, Alphabet and Amazon report.

7.3×SK hynix operating profit, Q3 2026 vs. a year earlier (83.3 trillion won, 80% margin)
20.0%S&P 500 Q3 earnings growth without Micron and Nvidia; with them 29.0% (estimate)
$725–745B2026 capex plans of Alphabet, Amazon, Microsoft and Meta (my sum)
+1.2%US core capital goods shipments in September (orders +0.5%)

Who carries the earnings boom

Q3 2026 earnings growth, year over year. Blended: reported results plus estimates.

  • S&P 500all 500 companies29.0%
  • Without Micron + Nvidiatwo companies removed20.0%
  • “Magnificent 7”Alphabet, Amazon, Apple, Meta, Microsoft, Nvidia, Tesla33.2%
  • Mag 7 without Nvidia + Metathe other five7.5%
  • The other 493rest of the S&P 50027.7%

The Wall Street Journal (Dow Jones Market Data) puts the two chipmakers at 34% of the expected growth. Top five contributors per FactSet: Micron, Nvidia, Meta, EchoStar, Boeing.

What the buyers plan to spend in 2026

Capital spending guidance, US dollars. Bars show the top of each range.

  • Amazonraised in July, citing memory prices~$220B
  • Alphabetraised twice; “significant” increase in 2027$195–205B
  • Microsoftcalendar 2026, after a lease accounting change~$175B
  • MetaQ3 free cash flow −$2.12B$135–145B

Q3 consensus: Alphabet free cash flow −$2.3B on $55.2B capex; Amazon −$9.9B on $58.7B. Definitions differ slightly (Microsoft includes finance leases).

Shovel seller

  • Revenue 104.6 trillion won, +328%
  • Long-term deals cover >50% of 2027–28 capacity
  • About 100 trillion won back to shareholders in 2026

Real economy

  • Core capital goods orders +10.9% this year
  • Computer orders +20.3% this year
  • Census data do not label AI; semiconductors excluded from orders

Debt nerves

  • Cost to insure Meta’s debt +177% this year, Amazon’s +129%
  • Oracle: $117B long-term debt, rated BBB-
  • Off-balance-sheet leases don’t show up as debt (S&P)

Sources: SK hynix 3Q26 release, 28 Oct 2026 (preliminary); FactSet, 19 Oct 2026; Alphabet Q2 call, 22 Jul 2026; Amazon via CNBC, 30 Jul 2026; Microsoft via CNBC, 29 Jul 2026; Meta Q3 release, 21 Oct 2026; FactSet consensus via CNBC, 27 Oct 2026; US Census Bureau, advance durable goods report, 27 Oct 2026. Capex sum and bar scaling: Thorsten Meyer.
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Testing AI Spending Against Returns

The figures distinguish two parts of the AI investment cycle: suppliers can earn strong profits from current demand while the companies building data centers face large upfront costs. Chip and memory earnings are real results, but they do not by themselves show that cloud providers will earn enough from AI services to cover their investment. That return remains the key uncertainty for investors evaluating the scale and durability of the buildout.

Concentration makes the headline earnings picture harder to interpret. FactSet’s October 19 analysis said removing Micron and Nvidia would reduce expected third-quarter S&P 500 earnings growth from 29.0% to 20.0%. The source account also cited a separate FactSet blended estimate of 29.5% as of October 23; these figures reflect different dates or calculations and should not be treated as identical. Even the lower figure remains positive growth, but the gap shows how much a small number of companies can shape the overall result.

Investors may also watch whether companies can fund spending from operations or need other sources of capital. A large capital budget is not proof of weak returns, just as a supplier’s record margin is not proof that every part of the AI economy is healthy. Cash flow, customer demand and capacity plans will help show whether investment is translating into business revenue.

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Suppliers Surge as Markets Diverge

The source account describes a market split around the same AI theme. While SK hynix reported record operating profit in Seoul, it said a Chinese index of AI and chip companies, the STAR50, had fallen 40% since July, erasing about $480 billion in market value, according to Reuters on October 26. The index was still trading at about 100 times past earnings, the account reported. Those figures reflect market performance and valuation, not a direct measure of company earnings or AI demand.

There are also signs that investment is reaching parts of the broader economy. US shipments of core capital goods rose 1.2% in September, while orders for computers and related products were up 20.3% this year, according to Census Bureau data cited in the source material. These measures indicate demand for equipment; they do not establish how much of it is specifically attributable to AI.

The immediate focus is the earnings schedule. Microsoft and Alphabet were due to report on October 28, followed by Amazon on October 29. Their results and guidance could offer a more direct view of cloud demand, spending and cash generation than supplier results alone.

“The company expects demand to exceed supply through 2030.”

— SK hynix

How Much AI Demand Pays Back

The earnings scheduled for October 28 and 29 had not yet been released in the source account, so their actual results and updated guidance were unknown. It was also unclear whether cloud growth would accelerate enough to offset the companies’ planned investment, or when AI-related revenue might cover current spending in cash-flow terms.

Several market-wide earnings figures cited are estimates, and some major contributors had not reported. The source material also notes that comparisons for some companies may be affected by one-time charges in the year-earlier quarter. SK hynix’s expectation that demand will exceed supply through 2030 is a company claim; it does not establish how long high margins will last. The available figures do not settle whether current valuations or spending levels will prove sustainable.

Earnings Guidance Sets the Next Test

Microsoft and Alphabet were due to report after the market closed on October 28, followed by Amazon on October 29. The next read will come from their capital-spending guidance, cloud growth and free cash flow, alongside any comments on data-center capacity and supply constraints. Investors can compare the companies’ updates with their prior plans rather than relying on a single quarterly figure.

Those reports will not resolve the long-term return question on their own. They can, however, show whether spending is continuing to rise, whether cloud demand is keeping pace and how management expects to fund expansion. The source account said it planned a dated update after the reports; no post-report results are included in the material provided here.

Key Questions

What did SK hynix report?

SK hynix reported third-quarter revenue of 104.6 trillion won and operating profit of 83.3 trillion won. Operating profit was about 7.3 times the year-earlier figure, while net profit fell 58% from the previous quarter. The company described the figures as preliminary and unaudited.

Which Big Tech companies were about to report?

Microsoft and Alphabet were scheduled to report on October 28, 2026, with Amazon on October 29. The source material did not include their results.

Why are investors watching free cash flow?

Free cash flow helps show how much cash a company has after operating costs and investment. With large AI-related capital budgets, investors are watching whether cloud revenue and other cash generation can keep up with spending. Analyst expectations cited for Alphabet and Amazon were forecasts, not reported outcomes.

Does SK hynix’s forecast prove demand will exceed supply through 2030?

No. That timeline is SK hynix’s forecast. The company also reported customer agreements covering more than half of its planned 2027 and 2028 capacity, but the source material does not establish future demand or supply beyond those commitments.

Source: ThorstenMeyerAI.com

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