Thesis · AI Financing, Credit & Capital Structure

Will the median on-demand rental price of an Nvidia H100 80GB GPU remain at or above $1.50 per GPU-hour on a major public price index as of 2027-06-30?

Will H100 rental rates hold at or above $1.50/GPU-hour, or does collateral value decay faster than lenders assumed? Yes side argues recontracting and residual value support a price floor; no side argues depreciation and oversupply break it.

6 dated tests · 0 resolved · next on

The tests More theses in AI Financing, Credit & Capital Structure

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

GPU collateral retains enough value to keep rents at or above $1.50

Older Nvidia chips keep earning because operators recontract them rather than writing them off, which supports the cash flow behind GPU-backed debt. CoreWeave's A100 contract running into 2029 shows demand for prior-generation hardware persists well past the point depreciation schedules assume it is obsolete. Because compute can be redeployed to another operator if one fails, lenders can treat it as an asset class with real residual value, and resale and rental pricing on older GPUs like the A100 suggest that value holds up. That persistence of demand is what keeps H100 rental rates from falling through the $1.50 floor.

The case for no

GPU collateral loses value faster than the loan, breaking the floor

A wave of GPU defaults and forced liquidation floods the market with chips, so prices collapse, losses exceed backstop capacity, and bond holders absorb multiples of initial loss estimates. Nvidia releasing new GPU generations annually with higher performance and lower cost per rack means older GPU cohorts lose economic value faster than the debt used to purchase them can be repaid, requiring constant reinvestment to maintain competitiveness. It would show first if H100 hourly rates fall below the $1.50 floor as newer capacity displaces older inference demand.

3 voices

GPU collateral retains enough value to keep rents at or above $1.50

  1. Ren

    CoreWeave disclosed an A100 contract running into 2029 on architecture from 2020. If hardware generations recontracts rather than being written off, and if this behaviour generalizes, then payback maths for neocloud fleets improve and the…

    Source

  2. Tae Kim

    Because Nvidia compute retains rental value and can be redeployed to another operator if one fails, lenders and asset managers can treat it as an asset class with residual value, which unlocks large pools of institutional money for gigawatt-scale…

    Source

  3. Daniel Romero

    Whether Nebius' Meta deal lands closer to the bullish or bearish case depends primarily on GPU value at the end of the five-year contract; observed A100 resale and rental pricing suggests meaningful residual value.

    Source

3 voices

GPU collateral loses value faster than the loan, breaking the floor

  1. Quanta 72

    When GPU collateral enters a liquidation cascade, retention rates fall sharply below underwriting assumptions. Nvidia's percentage-based backstop grows in absolute dollars but remains a fixed fraction of the widening shortfall, leaving bond holders…

    Source

  2. Kakashii

    CoreWeave depreciates technology equipment over six years, but Nvidia releases new generations yearly. Older GPUs decline in rental value and utilization as newer systems deliver more performance per watt and per dollar. Equipment losing value…

    Source

  3. Vitaliy Katsenelson

    Asset-life mismatch in off-balance-sheet AI financing

    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. Dell Technologies, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 22%.

    On the Docket Pendingth053-t04Pre-specified

    Question
    Did the long-term debt of Dell Technologies at the end of the quarter ended October 31, 2026 grow at or above 22.0% from the quarter ended October 31, 2025?
    Source
    SEC EDGAR, XBRL company facts of Dell Technologies (Forms 10-Q and 10-K)
    Rule
    Compare the long-term debt that Dell Technologies reports at the end of the quarter ended October 31, 2026 with the end of the quarter ended October 31, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 22.0%; no if it is below 22.0%.
    If the source is late, revised or silent
    If Dell Technologies has not filed by December 17, 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
    Dell Technologies's long-term debt growth from a year earlier was 20.1% at the end of the quarter ended July 31, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    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 62%.

    62%

    0 · no100 · yes

    The machinesClaude 40% · DeepSeek 10%

    Claude: 40%DeepSeek: 10%
    The ladder 3 rungs on one reading, Nov 24, 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 22%Call 62% · Claude 40% · DeepSeek 10%

      62%

    2. Above 25%Call 46% · Claude 55% · DeepSeek 4%

      46%

    3. Above 28%Call 28% · Claude 30% · DeepSeek 8%

      28%

    0 · no50100 · yes

    Your number

  2. Dell Technologies, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 25%.

    On the Docket Pendingth053-t05Pre-specified

    Question
    Did the long-term debt of Dell Technologies at the end of the quarter ended October 31, 2026 grow at or above 25.0% from the quarter ended October 31, 2025?
    Source
    SEC EDGAR, XBRL company facts of Dell Technologies (Forms 10-Q and 10-K)
    Rule
    Compare the long-term debt that Dell Technologies reports at the end of the quarter ended October 31, 2026 with the end of the quarter ended October 31, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 25.0%; no if it is below 25.0%.
    If the source is late, revised or silent
    If Dell Technologies has not filed by December 17, 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
    Dell Technologies's long-term debt growth from a year earlier was 20.1% at the end of the quarter ended July 31, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    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 46%.

    46%

    0 · no100 · yes

    The machinesClaude 55% · DeepSeek 4%

    Claude: 55%DeepSeek: 4%

    Your number

  3. Dell Technologies, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 28%.

    On the Docket Pendingth053-t06Pre-specified

    Question
    Did the long-term debt of Dell Technologies at the end of the quarter ended October 31, 2026 grow at or above 28.0% from the quarter ended October 31, 2025?
    Source
    SEC EDGAR, XBRL company facts of Dell Technologies (Forms 10-Q and 10-K)
    Rule
    Compare the long-term debt that Dell Technologies reports at the end of the quarter ended October 31, 2026 with the end of the quarter ended October 31, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 28.0%; no if it is below 28.0%.
    If the source is late, revised or silent
    If Dell Technologies has not filed by December 17, 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
    Dell Technologies's long-term debt growth from a year earlier was 20.1% at the end of the quarter ended July 31, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    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 30% · DeepSeek 8%

    Claude: 30%DeepSeek: 8%

    Your number

  4. Oracle, interest expense as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 7.5%.

    On the Docket Pendingth053-t01Open question

    Specification pending

    The machinesClaude 72% · DeepSeek 72%

    Claude: 72%DeepSeek: 72%

    Your number

  5. Oracle, interest expense as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 8%.

    On the Docket Pendingth053-t02Open question

    Specification pending

    The machinesClaude 33% · DeepSeek 60%

    Claude: 33%DeepSeek: 60%

    Your number

  6. Oracle, interest expense as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 8.5%.

    On the Docket Pendingth053-t03Open question

    Specification pending

    The machinesClaude 42% · DeepSeek 30%

    Claude: 42%DeepSeek: 30%

    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.