{
  "generatedAt": "2026-10-22T06:31:28Z",
  "url": "https://deepstack.ltd/theses/surplus-compute-resale-glut/",
  "disclaimer": "Analysis and opinion, not investment advice.",
  "id": "surplus-compute-resale-glut",
  "number": 9,
  "question": "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?",
  "dek": "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.",
  "family": "T01",
  "subthesis": "T01.04",
  "sector": "AI.CLOUD",
  "subsectors": [
    "AI.CLOUD.NEO",
    "AI.CLOUD.ORCH",
    "AI.SEMI.GPU",
    "AI.CLOUD.HYPER"
  ],
  "relatedParts": [],
  "approvedAt": "2026-10-22T01:56:07Z",
  "sectorName": "Hyperscalers, Cloud & Compute Services",
  "api": "https://deepstack.ltd/api/v1/theses/surplus-compute-resale-glut.json",
  "sides": [
    {
      "id": "yes",
      "label": "Surplus compute surfaces for resale",
      "summary": "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.",
      "voices": [
        {
          "name": "Tae Kim",
          "entity": "https://deepstack.ltd/people/tae-kim/",
          "claim": "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.",
          "date": "2026-06-12",
          "url": "https://taekim.substack.com/p/brief-thoughts-on-the-spacex-ipo"
        }
      ]
    },
    {
      "id": "no",
      "label": "Compute stays fully contracted, no resale emerges",
      "summary": "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.",
      "voices": [
        {
          "name": "Moses Sternstein",
          "entity": "https://deepstack.ltd/people/moses-sternstein/",
          "claim": "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…",
          "date": "2026-07-31",
          "url": "https://www.a16z.news/p/charts-of-the-week-moar-machines"
        },
        {
          "name": "Daniel Romero",
          "entity": "https://deepstack.ltd/people/daniel-romero/",
          "claim": "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…",
          "date": "2026-07-22",
          "url": "https://hypertechinvest.com/p/portfolio-update-f08"
        },
        {
          "name": "Kakashii",
          "entity": "https://deepstack.ltd/people/kakashii/",
          "claim": "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.",
          "date": "2026-04-27",
          "url": "https://kakashiii111.substack.com/p/compute-shortage-overbooked-components"
        },
        {
          "name": "a16z New Media",
          "entity": null,
          "claim": "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.",
          "date": "2026-02-27",
          "url": "https://www.a16z.news/p/charts-of-the-week-dexit-real-or"
        },
        {
          "name": "a16z",
          "entity": null,
          "claim": "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…",
          "date": "2025-10-30",
          "url": "https://www.a16z.news/p/gavin-baker-and-david-george-on-positional"
        },
        {
          "name": "David George",
          "entity": "https://deepstack.ltd/people/david-george/",
          "claim": "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.",
          "date": "2026-01-22",
          "url": "https://www.a16z.news/p/state-of-markets"
        }
      ]
    }
  ],
  "tests": [
    {
      "id": "th009-t01",
      "part": null,
      "thesis": 9,
      "slug": "surplus-compute-resale-glut",
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      "date": "2026-11-09",
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      "callProbability": 72,
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        "ref": "tests[0].date",
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        "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?",
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          "label": "SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)",
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        "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.",
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        "specUpdatedOn": "2026-10-22",
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        "format": "ladder",
        "group": "th009-crwv-capex-intensity",
        "threshold": 220,
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        "unit": "%",
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          "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.",
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          "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading."
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      "url": "https://deepstack.ltd/docket/#test-th009-t01",
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      "part": null,
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      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
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      "callProbability": 50,
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        "kind": "thesis",
        "ref": "tests[1].date",
        "url": null
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        "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?",
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          "label": "SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)",
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        "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",
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          "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."
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      "url": "https://deepstack.ltd/docket/#test-th009-t02",
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      "id": "th009-t03",
      "part": null,
      "thesis": 9,
      "slug": "surplus-compute-resale-glut",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
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      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "pre",
      "callExpects": "no",
      "callExpectsBy": "Desk Editor (level A)",
      "callExpectsAt": "2026-10-22T03:45:00Z",
      "callProbability": 28,
      "callProbabilityAt": "2026-10-22T03:45:00Z",
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[2].date",
        "url": null
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      "resolver": {
        "kind": "earnings",
        "symbol": "CRWV",
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        "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": {
          "label": "SEC EDGAR, XBRL company facts of CoreWeave (Forms 10-Q and 10-K)",
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        },
        "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",
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            "date": "2026-10-22",
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        "callExpects": "no",
        "format": "ladder",
        "group": "th009-crwv-capex-intensity",
        "threshold": 270,
        "direction": "above",
        "unit": "%",
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          "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."
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      "url": "https://deepstack.ltd/docket/#test-th009-t03",
      "storyUrl": "https://deepstack.ltd/theses/surplus-compute-resale-glut/#tests",
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    {
      "id": "th009-t04",
      "part": null,
      "thesis": 9,
      "slug": "surplus-compute-resale-glut",
      "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 130%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
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      "callExpectsBy": "Desk Editor (level B)",
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      "callProbabilityAt": "2026-10-22T03:45:00Z",
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        "kind": "thesis",
        "ref": "tests[3].date",
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      "id": "th009-t05",
      "part": null,
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      "when": "December 14, 2026",
      "whenLabel": "Dec 14, 2026",
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      "id": "th009-t06",
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        "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?",
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