Thesis · Hyperscalers, Cloud & Compute Services

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?

The no-glut claim breaks down: firms that over-ordered ahead of site readiness or lost their internal AI programs begin marketing surplus accelerators externally, revealing idle capacity.

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

Surplus compute surfaces for resale

FOMO ordering ahead of datacenter readiness plus stalled internal model programs leave accelerators stranded or underused at individual firms. When xAI's research effort faltered, most of the original team left, freeing the compute infrastructure they had used, and that surplus became available to market to external customers such as Google and Anthropic. Surplus compute marketed this way would contradict a fully-utilized narrative.

The case for no

Compute stays fully contracted, no resale emerges

High and growing computational requirements for AI deployment and training mean unfilled orders accumulate, backlog ratios rise, GPU pricing escalates, and manufacturing orders for cooling and power infrastructure surge. AI customers are concerned enough about securing compute that they prepay a large share of GPU capex on new contracts, pointing to funded expansion rather than idle capacity. This side would be confirmed if no new entrants announce external compute resale and existing operators say their capacity is fully contracted.

1 voice

Surplus compute surfaces for resale

  1. Tae Kim

    When xAI's AI research program faltered, most of the original team left, freeing up the compute infrastructure they had been using. This surplus compute became available to be marketed to external customers like Google and Anthropic.

    Source

6 voices

Compute stays fully contracted, no resale emerges

  1. Moses Sternstein

    As demand for AI infrastructure continues to grow faster than production capacity can scale, orders remain unfilled for extended periods, driving up prices for scarce components and rental capacity while manufacturers of cooling and power systems…

    Source

  2. Daniel Romero

    Customers financing nearly half the GPU capex of their provider upfront would never happen without a genuine supply constraint; the prepayments simultaneously de-risk IREN's buildout, raise revenue per MW ($7.7M to $8.3M+), and validate demand…

    Source

  3. Kakashii

    Competitive pressure produces more products and more token-hungry models, while live capacity cannot expand because datacenters take about three years to build, so the excess demand is expressed as price rather than volume.

    Source

  4. a16z New Media

    When demand for computational resources outpaces supply, even older, less capable equipment commands premium pricing. Newer GPU introductions cannot immediately displace older capacity if total demand exceeds total supply.

    Source

  5. a16z

    Baker argues the defining feature of the 2000 telecom bubble was that laid fiber optic capacity went unused (dark fiber), whereas today GPU capacity is fully saturated to the point of overheating, so the same overbuild dynamic that signaled the…

    Source

  6. David George

    Strong compute utilization across even aging infrastructure, combined with Jevons' Paradox effects (reduced token costs driving increased usage), indicates genuine underlying demand for AI rather than speculative excess.

    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 220%.

    On the Docket Pendingth009-t01Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 220.0% 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 220.0%; no if it is below 220.0%.
    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 62% · DeepSeek 74% · GPT 72%

    Claude: 62%DeepSeek: 74%GPT: 72%
    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 220%Call 72% · Claude 62% · DeepSeek 74% · GPT 72%

      72%

    2. Above 245%Call 50% · Claude 48% · DeepSeek 64% · GPT 55%

      50%

    3. Above 270%Call 28% · Claude 40% · DeepSeek 38% · GPT 35%

      28%

    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 Pendingth009-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 50%.

    50%

    0 · no100 · yes

    The machinesClaude 48% · DeepSeek 64% · GPT 55%

    Claude: 48%DeepSeek: 64%GPT: 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 270%.

    On the Docket Pendingth009-t03Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 270.0% 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 270.0%; no if it is below 270.0%.
    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 28%.

    28%

    0 · no100 · yes

    The machinesClaude 40% · DeepSeek 38% · GPT 35%

    Claude: 40%DeepSeek: 38%GPT: 35%

    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 130%.

    On the Docket Pendingth009-t04Pre-specified

    Question
    Did the purchases of property and equipment of Oracle for the quarter ended November 30, 2026 come to at or above 130.0% 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 130.0%; no if it is below 130.0%.
    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 70%.

    70%

    0 · no100 · yes

    The machinesClaude 35% · DeepSeek 30% · GPT 3%

    Claude: 35%DeepSeek: 30%GPT: 3%
    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 130%Call 70% · Claude 35% · DeepSeek 30% · GPT 3%

      70%

    2. Above 150%Call 48% · Claude 13% · DeepSeek 4% · GPT 1%

      48%

    3. Above 170%Call 27% · Claude 11% · DeepSeek 4% · GPT 2%

      27%

    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 150%.

    On the Docket Pendingth009-t05Pre-specified

    Question
    Did the purchases of property and equipment of Oracle for the quarter ended November 30, 2026 come to at or above 150.0% 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 150.0%; no if it is below 150.0%.
    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 48%.

    48%

    0 · no100 · yes

    The machinesClaude 13% · DeepSeek 4% · GPT 1%

    Claude: 13%DeepSeek: 4%GPT: 1%

    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 170%.

    On the Docket Pendingth009-t06Pre-specified

    Question
    Did the purchases of property and equipment of Oracle for the quarter ended November 30, 2026 come to at or above 170.0% 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 170.0%; no if it is below 170.0%.
    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 27%.

    27%

    0 · no100 · yes

    The machinesClaude 11% · DeepSeek 4% · GPT 2%

    Claude: 11%DeepSeek: 4%GPT: 2%

    Your number

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.