Thesis · Hyperscalers, Cloud & Compute Services

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

Record spending on AI data centers is pushing up depreciation costs. The question is whether cloud revenue is growing even faster.

6 dated tests · 0 resolved · next on

The tests More theses in Hyperscalers, Cloud & Compute Services

Who is on each side

The two sides.

Each side in DeepStack’s words, then the voices who argue it, attributed and paraphrased, dated where the date is known. A voice links to its page on DeepStack where one exists.

The case for yes

Cloud revenue growth pays for the capex

New AI capacity gets filled almost as soon as it comes online, so cloud revenue keeps climbing faster than the cost of depreciating the servers and buildings behind it. Microsoft is holding capex guidance while Amazon grows AWS 36.7% year over year and still expands capex, showing the two largest cloud providers maintaining expansion precisely when bears argued growth and capex could not coexist. Alphabet's multi-year AI spending shows rapid Google Cloud growth alongside operating expense reduction, and despite depreciation rising from 3.7% to 5.3% of revenue, operating margins expanded 4 percentage points, evidence the buildout is paying for itself financially.

The case for no

Depreciation catches up with cloud revenue growth

As the huge capital spending of recent years lands on the books, depreciation charges catch up with or overtake cloud revenue growth near Q3 2027. AI revenue in part depends on subsidized buyers, so headline cloud growth may not reflect demand strong enough to outpace the depreciation generated by the current buildout, leaving margins at Google Cloud and AWS compressed rather than expanding.

6 voices

Cloud revenue growth pays for the capex

  1. Hf Best Ideas

    The fund's argument is that heavy build-out depresses free cash flow during construction, and the test is not the cash flow line but whether the finished asset becomes infrastructure competitors must pay to use; Cloud growth, margin expansion and…

    Source

  2. Invest in Assets

    Capex is rewarded only when returns are visible

    Source

  3. Ren

    Microsoft holds capex guidance, Amazon grows AWS 36.7% YoY while expanding capex further. These are the two largest cloud providers maintaining their capex expansion precisely when bears argued growth and capex expansion could not coexist. The…

    Source

  4. Oguz Erkan

    Compute sold into acute short-term demand prices well above long-term contracts, and once global AI revenue clears roughly 1.7x D&A under conservative assumptions the capex turns economically positive, so a firm need not lead in models to earn a…

    Source

  5. Michael Spencer

    Amazon invests capex in advance of customer monetization, laying out cash for land, power, buildings, chips, and networking gear before billing customers. These assets have long useful lives (30+ years for datacenters), creating a cycle where high…

    Source

  6. Harris Associates Oakmark

    Alphabet's multi-year AI spending is producing results visible in rapid Google Cloud Services growth and operating expense reduction. Despite the spending raising depreciation from 3.7% to 5.3% of revenue, operating margins expanded 4 percentage…

    Source

1 voice

Depreciation catches up with cloud revenue growth

  1. Ed Elson

    Circular AI revenue dependent on subsidised buyers

    Source

What would settle it

The dated tests.

Each test names the public source that settles it, the rule and the day. The Call’s number, the readers’ median and the machines’ numbers stand beside it, as on the Docket.

  1. CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 200%.

    On the Docket Pendingth028-t01Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 200.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)
    Rule
    Divide the purchases of property and equipment by the revenue that CoreWeave reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 200.0%; no if it is below 200.0%.
    If the source is late, revised or silent
    If CoreWeave has not filed by November 16, 2026, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.
    Base rate
    CoreWeave's purchases of property and equipment as a share of revenue was 249.4% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.
    Outside view
    A year earlier, for the quarter ended June 30, 2025, the same line read 202.4%, so the rungs sit on the last print.
    What would change the number
    A change in product mix, a one-time charge, or a reclassified line would move the reading.

    The Call, before the dateExpects yes. Gives the yes answer 72%.

    72%

    0 · no100 · yes

    The machinesClaude 72% · DeepSeek 88%

    Claude: 72%DeepSeek: 88%
    The ladder 3 rungs on one reading, Nov 9, 2026: each asks whether it lands above its threshold, so the Call’s numbers down the rungs sketch where it expects the reading to land.

    1. Above 200%Call 72% · Claude 72% · DeepSeek 88%

      72%

    2. Above 245%Call 48% · Claude 48% · DeepSeek 55%

      48%

    3. Above 280%Call 24% · Claude 40% · DeepSeek 65%

      24%

    0 · no50100 · yes

    Your number

  2. CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 245%.

    On the Docket Pendingth028-t02Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 245.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)
    Rule
    Divide the purchases of property and equipment by the revenue that CoreWeave reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 245.0%; no if it is below 245.0%.
    If the source is late, revised or silent
    If CoreWeave has not filed by November 16, 2026, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.
    Base rate
    CoreWeave's purchases of property and equipment as a share of revenue was 249.4% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.
    Outside view
    A year earlier, for the quarter ended June 30, 2025, the same line read 202.4%, so the rungs sit on the last print.
    What would change the number
    A change in product mix, a one-time charge, or a reclassified line would move the reading.

    The Call, before the dateEither answer fits the Call. Gives the yes answer 48%.

    48%

    0 · no100 · yes

    The machinesClaude 48% · DeepSeek 55%

    Claude: 48%DeepSeek: 55%

    Your number

  3. CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 280%.

    On the Docket Pendingth028-t03Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 280.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)
    Rule
    Divide the purchases of property and equipment by the revenue that CoreWeave reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 280.0%; no if it is below 280.0%.
    If the source is late, revised or silent
    If CoreWeave has not filed by November 16, 2026, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.
    Base rate
    CoreWeave's purchases of property and equipment as a share of revenue was 249.4% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.
    Outside view
    A year earlier, for the quarter ended June 30, 2025, the same line read 202.4%, so the rungs sit on the last print.
    What would change the number
    A change in product mix, a one-time charge, or a reclassified line would move the reading.

    The Call, before the dateExpects no. Gives the yes answer 24%.

    24%

    0 · no100 · yes

    The machinesClaude 40% · DeepSeek 65%

    Claude: 40%DeepSeek: 65%

    Your number

  4. Oracle, purchases of property and equipment as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 110%.

    On the Docket Pendingth028-t04Pre-specified

    Question
    Did the purchases of property and equipment of Oracle for the quarter ended November 30, 2026 come to at or above 110.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)
    Rule
    Divide the purchases of property and equipment by the revenue that Oracle reports for the quarter ended November 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 110.0%; no if it is below 110.0%.
    If the source is late, revised or silent
    If Oracle has not filed by January 18, 2027, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.
    Base rate
    Oracle's purchases of property and equipment as a share of revenue was 147.3% for the quarter ended August 31, 2026, by its filing on SEC EDGAR.
    Outside view
    A year earlier, for the quarter ended August 31, 2025, the same line read 57.0%, so the rungs sit on the last print.
    What would change the number
    A change in product mix, a one-time charge, or a reclassified line would move the reading.

    The Call, before the dateExpects yes. Gives the yes answer 73%.

    73%

    0 · no100 · yes

    The machinesClaude 33% · DeepSeek 65%

    Claude: 33%DeepSeek: 65%
    The ladder 3 rungs on one reading, Dec 14, 2026: each asks whether it lands above its threshold, so the Call’s numbers down the rungs sketch where it expects the reading to land.

    1. Above 110%Call 73% · Claude 33% · DeepSeek 65%

      73%

    2. Above 140%Call 49% · Claude 22% · DeepSeek 4%

      49%

    3. Above 165%Call 25% · Claude 6% · DeepSeek 4%

      25%

    0 · no50100 · yes

    Your number

  5. Oracle, purchases of property and equipment as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 140%.

    On the Docket Pendingth028-t05Pre-specified

    Question
    Did the purchases of property and equipment of Oracle for the quarter ended November 30, 2026 come to at or above 140.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)
    Rule
    Divide the purchases of property and equipment by the revenue that Oracle reports for the quarter ended November 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 140.0%; no if it is below 140.0%.
    If the source is late, revised or silent
    If Oracle has not filed by January 18, 2027, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.
    Base rate
    Oracle's purchases of property and equipment as a share of revenue was 147.3% for the quarter ended August 31, 2026, by its filing on SEC EDGAR.
    Outside view
    A year earlier, for the quarter ended August 31, 2025, the same line read 57.0%, so the rungs sit on the last print.
    What would change the number
    A change in product mix, a one-time charge, or a reclassified line would move the reading.

    The Call, before the dateEither answer fits the Call. Gives the yes answer 49%.

    49%

    0 · no100 · yes

    The machinesClaude 22% · DeepSeek 4%

    Claude: 22%DeepSeek: 4%

    Your number

  6. Oracle, purchases of property and equipment as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 165%.

    On the Docket Pendingth028-t06Pre-specified

    Question
    Did the purchases of property and equipment of Oracle for the quarter ended November 30, 2026 come to at or above 165.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)
    Rule
    Divide the purchases of property and equipment by the revenue that Oracle reports for the quarter ended November 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 165.0%; no if it is below 165.0%.
    If the source is late, revised or silent
    If Oracle has not filed by January 18, 2027, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.
    Base rate
    Oracle's purchases of property and equipment as a share of revenue was 147.3% for the quarter ended August 31, 2026, by its filing on SEC EDGAR.
    Outside view
    A year earlier, for the quarter ended August 31, 2025, the same line read 57.0%, so the rungs sit on the last print.
    What would change the number
    A change in product mix, a one-time charge, or a reclassified line would move the reading.

    The Call, before the dateExpects no. Gives the yes answer 25%.

    25%

    0 · no100 · yes

    The machinesClaude 6% · DeepSeek 4%

    Claude: 6%DeepSeek: 4%

    Your number

In The Buildout

The stories that take up this thesis, with their own Calls and tests.

A thesis page states one question and both sides of it; DeepStack takes no side in words, and its view is the number it gives each test before the date. Analysis and opinion, not investment advice. Voices are paraphrased from public writing and attributed by name; DeepStack shows no score, ranking or accuracy for any person. Pre-specified means the words were approved on or before the test’s date. Specified after the date means they were written afterwards: such a test is counted and shown, and never rated. An open question has no words yet. The Call’s number is the chance, from 0 to 100, that the Call gives the yes answer to a test’s question, recorded before the test’s date; it is DeepStack’s own reading, not a market price and not advice. The readers’ mark on the same line is the readers’ median, the middle of the numbers signed-in readers gave the test, shown from 25 readers. The machines: Each model read this page and nothing else. The number that counts is the latest one each model gave before the test closed.