{ "generatedAt": "2026-10-22T16:04:11Z", "url": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/", "disclaimer": "Analysis and opinion, not investment advice.", "id": "cloud-growth-outpaces-depreciation", "number": 28, "question": "Will cloud revenue growth at Microsoft, Google, and AWS outpace their combined depreciation growth near Q3 2027?", "dek": "Record spending on AI data centers is pushing up depreciation costs. The question is whether cloud revenue is growing even faster.", "family": "T07", "subthesis": "T07.02", "sector": "AI.CLOUD", "subsectors": [ "AI.CLOUD.HYPER", "AI.MODEL.ECON", "AI.MODEL.FRONTIER" ], "relatedParts": [ 14, 4, 11 ], "approvedAt": "2026-10-22T01:56:07Z", "sectorName": "Hyperscalers, Cloud & Compute Services", "api": "https://deepstack.ltd/api/v1/theses/cloud-growth-outpaces-depreciation.json", "sides": [ { "id": "yes", "label": "Cloud revenue growth pays for the capex", "summary": "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.", "voices": [ { "name": "Hf Best Ideas", "entity": null, "claim": "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…", "date": "2026-08-05", "url": "https://hfbestideas.substack.com/p/40-new-pitches-found-in-hedge-fund" }, { "name": "Invest in Assets", "entity": "https://deepstack.ltd/people/invest-in-assets/", "claim": "Capex is rewarded only when returns are visible", "date": "2026-08-05", "url": "https://www.investinassets.net/p/factsheet-july-2026" }, { "name": "Ren", "entity": "https://deepstack.ltd/people/ren/", "claim": "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…", "date": "2026-08-03", "url": "https://renstocks.substack.com/p/weekly-update-macro-port-july-27" }, { "name": "Oguz Erkan", "entity": "https://deepstack.ltd/people/oguz-erkan/", "claim": "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…", "date": "2026-07-12", "url": "https://www.capitalist-letters.com/p/the-mega-cap-opportunity-meta-and" }, { "name": "Michael Spencer", "entity": "https://deepstack.ltd/people/michael-spencer/", "claim": "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…", "date": "2026-04-14", "url": "https://www.ai-supremacy.com/p/what-amazons-shareholder-letter-says-about-ai-future-andy-jassy-2026" }, { "name": "Harris Associates Oakmark", "entity": "https://deepstack.ltd/people/harris-associates-oakmark/", "claim": "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…", "date": "2025-09-30", "url": "https://fiscal.ai/fund-letters/harris-associates-oakmark-q3-2025-fscl_document_2DQC3KGA749" } ] }, { "id": "no", "label": "Depreciation catches up with cloud revenue growth", "summary": "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.", "voices": [ { "name": "Ed Elson", "entity": "https://deepstack.ltd/people/ed-elson/", "claim": "Circular AI revenue dependent on subsidised buyers", "date": "2026-07-07", "url": "https://www.profgmedia.com/p/two-red-flags" } ] } ], "tests": [ { "id": "th028-t01", "part": null, "thesis": 28, "slug": "cloud-growth-outpaces-depreciation", "when": "November 9, 2026", "whenLabel": "Nov 9, 2026", "date": "2026-11-09", "precision": "day", "event": "CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 200%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 72, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[0].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "CRWV", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001769628.json" }, "ambiguity": "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.", "specState": "approved", "specVersion": 1, "specUpdatedOn": "2026-10-22", "specHistory": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level A)" } ], "callExpects": "yes", "format": "ladder", "group": "th028-crwv-capex-intensity", "threshold": 200, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 202.4%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th028-t01", "storyUrl": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 72, "at": "2026-10-22T03:07:31Z" }, { "model": "deepseek-reasoner", "p": 88, "at": "2026-10-22T03:07:37Z" } ], "readers": null }, { "id": "th028-t02", "part": null, "thesis": 28, "slug": "cloud-growth-outpaces-depreciation", "when": "November 9, 2026", "whenLabel": "Nov 9, 2026", "date": "2026-11-09", "precision": "day", "event": "CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 245%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "either", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 48, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[1].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "CRWV", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001769628.json" }, "ambiguity": "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.", "specState": "approved", "specVersion": 1, "specUpdatedOn": "2026-10-22", "specHistory": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level A)" } ], "callExpects": "either", "format": "ladder", "group": "th028-crwv-capex-intensity", "threshold": 245, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 202.4%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th028-t02", "storyUrl": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 48, "at": "2026-10-22T03:07:41Z" }, { "model": "deepseek-reasoner", "p": 55, "at": "2026-10-22T03:08:33Z" } ], "readers": null }, { "id": "th028-t03", "part": null, "thesis": 28, "slug": "cloud-growth-outpaces-depreciation", "when": "November 9, 2026", "whenLabel": "Nov 9, 2026", "date": "2026-11-09", "precision": "day", "event": "CoreWeave, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 280%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 24, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[2].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "CRWV", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001769628.json" }, "ambiguity": "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.", "specState": "approved", "specVersion": 1, "specUpdatedOn": "2026-10-22", "specHistory": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level A)" } ], "callExpects": "no", "format": "ladder", "group": "th028-crwv-capex-intensity", "threshold": 280, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 202.4%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th028-t03", "storyUrl": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 40, "at": "2026-10-22T03:08:37Z" }, { "model": "deepseek-reasoner", "p": 65, "at": "2026-10-22T03:09:12Z" } ], "readers": null }, { "id": "th028-t04", "part": null, "thesis": 28, "slug": "cloud-growth-outpaces-depreciation", "when": "December 14, 2026", "whenLabel": "Dec 14, 2026", "date": "2026-12-14", "precision": "day", "event": "Oracle, purchases of property and equipment as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 110%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 73, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[3].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "ORCL", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001341439.json" }, "ambiguity": "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.", "specState": "approved", "specVersion": 1, "specUpdatedOn": "2026-10-22", "specHistory": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level B)" } ], "callExpects": "yes", "format": "ladder", "group": "th028-orcl-capex-intensity", "threshold": 110, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "A year earlier, for the quarter ended August 31, 2025, the same line read 57.0%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th028-t04", "storyUrl": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 33, "at": "2026-10-22T03:09:16Z" }, { "model": "deepseek-reasoner", "p": 65, "at": "2026-10-22T03:09:49Z" } ], "readers": null }, { "id": "th028-t05", "part": null, "thesis": 28, "slug": "cloud-growth-outpaces-depreciation", "when": "December 14, 2026", "whenLabel": "Dec 14, 2026", "date": "2026-12-14", "precision": "day", "event": "Oracle, purchases of property and equipment as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 140%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "either", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 49, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[4].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "ORCL", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001341439.json" }, "ambiguity": "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.", "specState": "approved", "specVersion": 1, "specUpdatedOn": "2026-10-22", "specHistory": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level B)" } ], "callExpects": "either", "format": "ladder", "group": "th028-orcl-capex-intensity", "threshold": 140, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "A year earlier, for the quarter ended August 31, 2025, the same line read 57.0%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th028-t05", "storyUrl": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 22, "at": "2026-10-22T03:09:54Z" }, { "model": "deepseek-reasoner", "p": 4, "at": "2026-10-22T03:10:00Z" } ], "readers": null }, { "id": "th028-t06", "part": null, "thesis": 28, "slug": "cloud-growth-outpaces-depreciation", "when": "December 14, 2026", "whenLabel": "Dec 14, 2026", "date": "2026-12-14", "precision": "day", "event": "Oracle, purchases of property and equipment as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 165%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 25, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[5].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "ORCL", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of Oracle (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001341439.json" }, "ambiguity": "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.", "specState": "approved", "specVersion": 1, "specUpdatedOn": "2026-10-22", "specHistory": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level B)" } ], "callExpects": "no", "format": "ladder", "group": "th028-orcl-capex-intensity", "threshold": 165, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "A year earlier, for the quarter ended August 31, 2025, the same line read 57.0%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th028-t06", "storyUrl": "https://deepstack.ltd/theses/cloud-growth-outpaces-depreciation/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 6, "at": "2026-10-22T03:10:06Z" }, { "model": "deepseek-reasoner", "p": 4, "at": "2026-10-22T03:10:12Z" } ], "readers": null } ] }