Thesis · Hyperscalers, Cloud & Compute Services

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

GPU leasing deals assume chips hold value over their contract term, but faster hardware cycles could force write-downs. This page tracks whether a major US-listed neocloud discloses a large impairment or accelerated depreciation tied to aging GPUs.

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

Depreciation catches up with hardware reality

A US-listed AI neocloud or GPU-leasing firm such as CoreWeave, Nebius, IREN, or Applied Digital discloses a GPU impairment, accelerated depreciation charge, or shortened useful-life adjustment of at least $100 million in a filing between November 15, 2026 and December 31, 2027. This would show that assumed residual values for older GPU generations failed to hold once newer accelerators arrived, turning strong cash-based margins into reported losses once accounting catches up with hardware reality.

The case for no

Useful-life extensions absorb the pressure instead of a writedown

No US-listed neocloud discloses a GPU-related impairment, accelerated depreciation, or useful-life shortening of $100 million or more in that window. Instead, companies manage the pressure through accounting choices such as extending useful lives, which lowers reported depreciation rather than forcing a large charge. One voice describes hyperscalers pulling exactly this lever, extending useful life and shifting finance leases to operating leases to cut reported capex by roughly $15 billion, a sign that firms have other tools to avoid a sudden writedown.

1 voice

Depreciation catches up with hardware reality

  1. Kakashii

    Nebius's financial reporting excludes GPU depreciation from cost of revenues, instead showing it separately. With 60 percent of GPU inventory idle, depreciation on deployed assets remains artificially low. When depreciation and product development…

    Source

1 voice

Useful-life extensions absorb the pressure instead of a writedown

  1. Ren

    Hyperscalers are pulling levers on depreciation by extending useful life and shifting finance leases to operating leases, which cuts reported capex by roughly 15 billion. These choices are not improper but mean reported profitability is partly…

    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 205%.

    On the Docket Pendingth033-t01Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 205.0% 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 205.0%; no if it is below 205.0%.
    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 78%.

    78%

    0 · no100 · yes

    The machinesClaude 55% · DeepSeek 80%

    Claude: 55%DeepSeek: 80%
    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 205%Call 78% · Claude 55% · DeepSeek 80%

      78%

    2. Above 235%Call 52% · Claude 40% · DeepSeek 58%

      52%

    3. Above 265%Call 30% · Claude 35% · DeepSeek 24%

      30%

    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 235%.

    On the Docket Pendingth033-t02Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 235.0% 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 235.0%; no if it is below 235.0%.
    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 52%.

    52%

    0 · no100 · yes

    The machinesClaude 40% · DeepSeek 58%

    Claude: 40%DeepSeek: 58%

    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 265%.

    On the Docket Pendingth033-t03Pre-specified

    Question
    Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 265.0% 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 265.0%; no if it is below 265.0%.
    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 30%.

    30%

    0 · no100 · yes

    The machinesClaude 35% · DeepSeek 24%

    Claude: 35%DeepSeek: 24%

    Your number

  4. Oracle, operating cash flow as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 105%.

    On the Docket Pendingth033-t04Pre-specified

    Question
    Did the net cash from operating activities of Oracle for the quarter ended November 30, 2026 come to at or above 105.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)
    Rule
    Divide the net cash from operating activities 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 105.0%; no if it is below 105.0%.
    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 operating cash flow as a share of revenue was 119.4% 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 54.5%, 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 68%.

    68%

    0 · no100 · yes

    The machinesClaude 11% · DeepSeek 10%

    Claude: 11%DeepSeek: 10%
    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 105%Call 68% · Claude 11% · DeepSeek 10%

      68%

    2. Above 118%Call 50% · Claude 4% · DeepSeek 2%

      50%

    3. Above 130%Call 30% · Claude 2% · DeepSeek 2%

      30%

    0 · no50100 · yes

    Your number

  5. Oracle, operating cash flow as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 118%.

    On the Docket Pendingth033-t05Pre-specified

    Question
    Did the net cash from operating activities of Oracle for the quarter ended November 30, 2026 come to at or above 118.0% of its revenue?
    Source
    SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)
    Rule
    Divide the net cash from operating activities 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 118.0%; no if it is below 118.0%.
    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 operating cash flow as a share of revenue was 119.4% 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 54.5%, 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 4% · DeepSeek 2%

    Claude: 4%DeepSeek: 2%

    Your number

  6. Oracle, operating cash flow as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 130%.

    On the Docket Pendingth033-t06Pre-specified

    Question
    Did the net cash from operating activities 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 net cash from operating activities 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 operating cash flow as a share of revenue was 119.4% 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 54.5%, 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 30%.

    30%

    0 · no100 · yes

    The machinesClaude 2% · DeepSeek 2%

    Claude: 2%DeepSeek: 2%

    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.