Thesis · Hyperscalers, Cloud & Compute Services
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?
Oracle, the leveraged builder of AI capacity against concentrated counterparties, will show the telecom-builder signature: gross margin compressing through the utilization floor while capex guidance rises and RPO converts slowly.
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
Return on invested capital falls
Debt-funded fixed-cost GPU capacity dedicated to a few capital-markets-funded counterparties, with depreciation and interest accruing on schedule regardless of conversion of RPO into revenue. Gross margin compression during peak demand and sub-WACC incremental returns, with funding needs met by further issuance.
The case for no
The case against it
AI revenue growth outpacing capex depreciation and amortization, so positive return on investment in AI infrastructure, margin expansion, stock appreciation. Heavy AI-related growth investment rather than maintenance spending, so temporarily depressed ROIC and failed capital-intensity screens, with recovery expected once the investments earn returns. It would show first if oracle gross margin stabilizes or expands as OCI utilization rises.
2 voices
Return on invested capital falls
No hyperscaler can afford to slow down alone: slowing risks losing power, chips, talent, model partners, customers and the next computing platform while AI threatens their core cash-cow businesses; supply scarcity means capacity secured by one is…
Tscsw
When capital deployment accelerates rapidly and concentrates in a narrow set of competitors, the resulting supply glut destroys the profitability of the entire sector. The initial competitive advantage gained through spending is transformed into a…
1 voice
The case against it
Hyperscaler capex turns ROI positive at roughly 1.7-1.8x revenue-to-depreciation ratio with 8% cost of capital, 30% operating margin, and 5-year depreciation. Currently at 1.2x with only 3-4% of global population paying for AI. As paying population…
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.
CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 215%.
On the Docket Pendingth035-t01Pre-specified
- Question
- Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 215.0% 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 215.0%; no if it is below 215.0%.
- 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 70%.
0 · no100 · yes
The machinesClaude 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. Above 215%Call 70% · Claude 55% · DeepSeek 80%
Above 248%Call 50% · Claude 30% · DeepSeek 62%
Above 265%Call 31% · Claude 33% · DeepSeek 25%
0 · no50100 · yes
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CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 248%.
On the Docket Pendingth035-t02Pre-specified
- Question
- Did the purchases of property and equipment of CoreWeave for the quarter ended September 30, 2026 come to at or above 248.0% 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 248.0%; no if it is below 248.0%.
- 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%.
0 · no100 · yes
The machinesClaude 30% · DeepSeek 62%
Your numberSign in by email to forecast
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 Pendingth035-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 31%.
0 · no100 · yes
The machinesClaude 33% · DeepSeek 25%
Your numberSign in by email to forecast
Oracle, operating cash flow as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 95%.
On the Docket Pendingth035-t04Pre-specified
- Question
- Did the net cash from operating activities of Oracle for the quarter ended November 30, 2026 come to at or above 95.0% 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 95.0%; no if it is below 95.0%.
- 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 70%.
0 · no100 · yes
The machinesClaude 14% · DeepSeek 2%
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. Above 95%Call 70% · Claude 14% · DeepSeek 2%
Above 112%Call 50% · Claude 13% · DeepSeek 2%
Above 125%Call 28% · Claude 4% · DeepSeek 2%
0 · no50100 · yes
Your numberSign in by email to forecast
Oracle, operating cash flow as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 112%.
On the Docket Pendingth035-t05Pre-specified
- Question
- Did the net cash from operating activities of Oracle for the quarter ended November 30, 2026 come to at or above 112.0% 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 112.0%; no if it is below 112.0%.
- 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%.
0 · no100 · yes
The machinesClaude 13% · DeepSeek 2%
Your numberSign in by email to forecast
Oracle, operating cash flow as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 125%.
On the Docket Pendingth035-t06Pre-specified
- Question
- Did the net cash from operating activities of Oracle for the quarter ended November 30, 2026 come to at or above 125.0% 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 125.0%; no if it is below 125.0%.
- 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 28%.
0 · no100 · yes
The machinesClaude 4% · DeepSeek 2%
Your numberSign in by email to forecast
In The Buildout
The Parts on the same question.
The stories that take up this thesis, with their own Calls and tests.
Part 04: AI Spending Has Met Its First Real Bill
AI’s buildout is entering its first financing test: spending outruns cash flow, investors have separated the winners from the believers, and the next budget will expose who is right.
Part 11: The Backlog Is Not the Quarter
AI suppliers report record order books. DeepStack reads the near book as revenue, the far book as a promise and the margin as the number that arrives last.
Part 14: The Cash Arrives Unevenly
Microsoft pays for its data centers from its own cash with room to spare. Alphabet and Meta now spend most of theirs and Amazon more than all of it; Alphabet and Amazon have covered the gap with stock and bonds. DeepStack reads the filings company by company and names the October 28 report that tests the view.
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.