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Explore · AI.CLOUD

Hyperscalers, Cloud & Compute Services

Who rents compute and runs models for others, and spends the capex.

The pulse · chance the Call's side wins
0100 6866
WhoPulseQuestions
the Call6861
the machines6661
the readers—from 5

mean chance that the Call's side wins over the sector's open questions with a side (p when the Call expects yes, 100 - p when no); shown from two questions; the crowd counts a question from 5 readers

Theses

Hyperscalers & cloud · Thesis 01

Will capital spending at Microsoft, Alphabet, Amazon and Meta outrun the cash their businesses generate?

33 questions8 people
Hyperscalers & cloud · Thesis 04

Will NVIDIA state by Nov 30, 2027 that inference is over 50% of its data center compute demand?

20 questions7 people
Hyperscalers & cloud · Thesis 07

Will spot/on-demand hourly rental prices for NVIDIA H100 80GB SXM capacity on major public GPU marketplaces be at or above their November 2026 level as of the stated test dates in 2027?

21 questions7 people
Hyperscalers & cloud · Thesis 08

Will at least two of Microsoft, Alphabet, Amazon and Meta state on a 2027 earnings call that they remain capacity- or power-constrained in AI compute?

20 questions8 people
Hyperscalers & cloud · Thesis 09

Will three or more distinct operators publicly offer surplus internal AI compute for external resale (or disclose underutilized AI capacity) between 2026-11-15 and 2027-12-31?

18 questions7 people
Hyperscalers & cloud · Thesis 27

Will aggregate 2027 capex guidance from Alphabet, Amazon, Microsoft and Meta imply year-over-year growth of less than 15%?

22 questions5 people
Hyperscalers & cloud · Thesis 28

Will cloud revenue growth at Microsoft, Google, and AWS outpace their combined depreciation growth near Q3 2027?

30 questions7 people
Hyperscalers & cloud · Thesis 29

Will Alphabet, Microsoft and Amazon each post positive free cash flow for calendar 2027?

24 questions7 people
Hyperscalers & cloud · Thesis 30

Will Microsoft, Amazon, or Alphabet reveal that one customer makes up 10% or more of their revenue or future contracted business?

30 questions7 people
Hyperscalers & cloud · Thesis 31

Will D&A as a share of revenue rise year-over-year for at least 3 of 4 big hyperscalers in Q3 2027 vs Q3 2026?

22 questions4 people
Hyperscalers & cloud · Thesis 32

Will any of Microsoft, Alphabet, Amazon, or Meta disclose a further extension of the estimated useful life of servers or network equipment in a 10-K or 10-Q filed between 2026-11-15 and 2027-12-31?

12 questions4 people
Hyperscalers & cloud · Thesis 33

Will a listed AI neocloud report a GPU impairment or depreciation charge of $100M+ by end of 2027?

21 questions2 people
Hyperscalers & cloud · Thesis 34

Will the average trailing-twelve-month ROIC of Microsoft, Alphabet, Amazon and Meta fall by the quarter nearest Q3 2027 versus the quarter nearest Q4 2024?

21 questions7 people
Hyperscalers & cloud · Thesis 35

Will Oracle report, in any fiscal quarter reported between 2026-11-15 and 2027-12-31, a year-over-year decline in total gross margin percentage of 300 basis points or more alongside a capex guidance increase?

30 questions3 people
Hyperscalers & cloud · Thesis 36

Will combined disclosed AI-attributed annualized revenue across the major US AI providers reach $300bn by the end of 2027 as reported in public filings or earnings disclosures?

20 questions6 people
Hyperscalers & cloud · Thesis 37

Will combined 2027 capex from Microsoft, Alphabet, Amazon, and Meta grow less than 10% year over year?

24 questions10 people
Hyperscalers & cloud · Thesis 39

Will Nvidia report a year-over-year decline in data center revenue in any fiscal quarter reported before December 31, 2027?

33 questions5 people
Semiconductors · Part 01

Is the marginal buyer of AI compute real?

3 questions3 people
Hyperscalers & cloud · Part 04

Is the capex spending defense, or is the return not there?

4 questions6 people
AI financing · Part 10

Does the hardware hold its value?

6 questions6 people
Hyperscalers & cloud · Part 11

Do the orders turn into profit?

5 questions19 people
Hyperscalers & cloud · Part 14

Is AI revenue arriving fast enough for the biggest spenders to pay for their data centers out of their own cash?

4 questions21 people
AI financing · Part 16

How much of the money buying AI chips was lent, guaranteed or invested by the companies selling them?

4 questions18 people

Open questions

74 · 23 theses
Hyperscalers & cloud · settles Oct 285 days
Will Microsoft report 30 percent or less of its remaining performance obligations due as revenue in the next twelve months?
19 people · 19 claims3 sides3 machines
a side

Funded, not forecast

Demand is contracted, prepaid or oversubscribed, so the near term share should stay low as supply, not orders, is the limit.

If yes

Shipping is not earning

Even shipped revenue must clear ramps, pricing and collection, so the near term share is read as a signal, not a guarantee of profit.

Hyperscalers & cloud · settles Nov 1826 days
Will NVIDIA's days sales outstanding for the quarter ended October 25, 2026 be 51.1 days or more?
19 people · 19 claims3 sides3 machines
a side

Funded, not forecast

Demand is contracted, prepaid or oversubscribed, so collections should stay fast and days sales outstanding should stay low.

If yes

Shipping is not earning

Shipped revenue still must clear cash collection, so a rising days sales outstanding figure is read as a sign shipping outran payment.

Hyperscalers & cloud · settles Nov 1018 days
Will Microsoft, Alphabet, Amazon and Meta together spend more on equipment than they bring in from operations in Q3 2026?
21 people · 21 claims3 sides3 machines
If no

The cash still covers it

Combined cloud revenue still outpaces the buildout, so the four companies' operating cash covers their spending.

If yes

The bill has moved to debt

The four companies' combined spending now exceeds their combined operating cash, with debt and leases filling the gap.

Hyperscalers & cloud · settles Feb 16116 days
Will the four biggest tech giants together spend more on equipment in 2026 than the cash their operations bring in?
21 people · 21 claims3 sides3 machines
If no

The cash still covers it

Expects no: cloud, ad and AI sales grow fast enough that the companies' own operating cash still covers their building spree.

If yes

The bill has moved to debt

Expects yes: spending has outrun operating cash, so bonds and off-balance-sheet leases are already filling the gap.

Hyperscalers & cloud · settles Nov 917 days
Did big tech's third quarter 2026 capital spending reach 90 percent of their operating cash flow?
8 people · 8 claims2 sides2 machines
If no

The cash keeps pace

Expects the ratio to ease below 90 percent as rising cloud and AI revenue lifts operating cash faster than capex grows.

If yes

The spending outruns the cash

Expects the ratio to climb past 90 percent as AI buildout spending keeps outrunning the cash these companies generate.

Hyperscalers & cloud · settles Nov 917 days
Did the big four tech firms spend as much on buildings and equipment in Q3 2026 as they brought in from operations?
8 people · 8 claims2 sides2 machines
If no

The cash keeps pace

Expects no: staggered construction keeps operating cash climbing just as fast, so free cash flow dips only temporarily before recovering.

If yes

The spending outruns the cash

Expects yes: AI data center and chip spending is scaling faster than cloud and ad revenue converts into usable operating cash.

Hyperscalers & cloud · settles Nov 917 days
Did the big four tech firms spend over a tenth more on buildings and equipment than they earned in cash from operations in Q3 2026?
8 people · 8 claims2 sides2 machines
If no

The cash keeps pace

Expects no: operating cash keeps rising alongside spending, so the ratio stays below this stretched threshold.

If yes

The spending outruns the cash

Expects yes: AI buildout spending is now outpacing operating cash by a wide enough margin to clear this higher bar.

Hyperscalers & cloud · settles Nov 917 days
Will Microsoft, Alphabet, Amazon and Meta spend 170 billion dollars or more on property and equipment this quarter?
8 people · 8 claims2 sides2 machines
If no

The cash keeps pace

Expects spending to pause or some equipment deliveries to slip into the next quarter, keeping the total under 170 billion dollars.

If yes

The spending outruns the cash

Expects the AI buildout to keep pushing combined quarterly spending higher, continuing the rise seen every quarter since mid 2025.

Hyperscalers & cloud · settles Mar 1129 days
Did the big four tech firms spend as much on buildings and equipment as they earned from operations in the last quarter of 2026?
8 people · 8 claims2 sides2 machines
If no

The cash keeps pace

Expects no: the fourth quarter usually brings the year's strongest operating cash, which should keep this ratio under the mark.

If yes

The spending outruns the cash

Expects yes: heavy AI infrastructure spending outpaces operating cash growth even in the seasonally strong fourth quarter.

Hyperscalers & cloud · settles Nov 917 days
Will CoreWeave's property and equipment purchases hit 265 percent of revenue in the quarter ending September 30, 2026?
7 people · 7 claims2 sides3 machines
If no

NVIDIA will say inference is over half of demand

Yes: capital spending accelerates further past the 249 percent reading from the prior quarter.

If yes

NVIDIA will not make that statement

No: spending growth slows or revenue rises faster, keeping the ratio under 265 percent.

Hyperscalers & cloud · settles Dec 1452 days
Will Oracle's property and equipment purchases hit 128 percent of revenue in the quarter ending November 30, 2026?
7 people · 7 claims2 sides3 machines
If no

NVIDIA will say inference is over half of demand

Yes: capital spending stays high, continuing the surge seen in the prior quarter's 147 percent reading.

If yes

NVIDIA will not make that statement

No: spending eases or revenue grows faster, pulling the ratio under 128 percent.

Hyperscalers & cloud · settles Nov 917 days
Did CoreWeave's spending on property and equipment reach at least 215 percent of its revenue last quarter?
7 people · 7 claims2 sides3 machines
If no

GPU rental prices fall as capacity loosens

No: spending slows relative to revenue as capacity catches up with demand, pulling the ratio below 215 percent.

If yes

GPU utilization stays high

Yes: high GPU demand keeps CoreWeave building out datacenters fast, so capital spending stays at 215 percent of revenue or more.

Hyperscalers & cloud · settles Dec 1452 days
Will Oracle's operating cash flow hit at least 95 percent of revenue for the quarter ended November 30, 2026?
7 people · 7 claims2 sides2 machines
If no

GPU rental prices fall as capacity loosens

No if Oracle's cash from operations falls below 95 percent of revenue as cash generation eases.

If yes

GPU utilization stays high

Yes if Oracle's cash from operations lands at or above 95 percent of revenue, continuing its recent strong cash generation.

Hyperscalers & cloud · settles Nov 917 days
Will CoreWeave's operating cash flow hit at least 18 percent of revenue for the quarter ended September 30, 2026?
7 people · 7 claims2 sides3 machines
If no

GPU rental prices fall as capacity loosens

No if CoreWeave's cash from operations falls below 18 percent of revenue as costs or billing timing weigh on cash.

If yes

GPU utilization stays high

Yes if CoreWeave's cash from operations lands at or above 18 percent of revenue, continuing its recent improvement.

Hyperscalers & cloud · settles Oct 285 days
Will Alphabet's equipment spending reach at least 31 percent of its revenue this quarter?
8 people · 8 claims2 sides2 machines
If no

Fewer than two hyperscalers describe themselves as constrained

Expects revenue growth or eased spending to keep the ratio below 31 percent.

If yes

At least two hyperscalers call themselves capacity-constrained

Expects AI capacity demand to keep pushing Alphabet's equipment spending higher relative to its revenue.