{ "generatedAt": "2026-10-22T18:36:31Z", "url": "https://deepstack.ltd/theses/gpu-rental-price-floor/", "disclaimer": "Analysis and opinion, not investment advice.", "id": "gpu-rental-price-floor", "number": 53, "question": "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?", "dek": "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.", "family": "T06", "subthesis": "T06.02", "sector": "AI.FIN", "subsectors": [ "AI.FIN.GPUABS", "AI.CLOUD.NEO", "AI.FIN.NEOFIN", "AI.FIN.DISTRESS" ], "relatedParts": [ 1, 3, 8, 17 ], "approvedAt": "2026-10-22T05:42:55Z", "sectorName": "AI Financing, Credit & Capital Structure", "api": "https://deepstack.ltd/api/v1/theses/gpu-rental-price-floor.json", "sides": [ { "id": "yes", "label": "GPU collateral retains enough value to keep rents at or above $1.50", "summary": "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into 2029 shows demand for prior-generation hardware persists well past the point depreciation schedules assume it is obsolete.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.", "voices": [ { "name": "Ren", "entity": "https://deepstack.ltd/people/ren/", "claim": "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…", "date": "2026-08-31", "url": "https://renstocks.substack.com/p/the-ai-cloud-business-who-actually" }, { "name": "Tae Kim", "entity": "https://deepstack.ltd/people/tae-kim/", "claim": "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…", "date": "2026-08-11", "url": "https://taekim.substack.com/p/nvidia-scores-500-billion-in-financing" }, { "name": "Daniel Romero", "entity": "https://deepstack.ltd/people/daniel-romero/", "claim": "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.", "date": "2026-03-24", "url": "https://hypertechinvest.substack.com/p/portfolio-update-f68" } ] }, { "id": "no", "label": "GPU collateral loses value faster than the loan, breaking the floor", "summary": "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.", "voices": [ { "name": "Quanta 72", "entity": "https://deepstack.ltd/people/quanta-72/", "claim": "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…", "date": "2026-08-30", "url": "https://quanta72.substack.com/p/q72-brief-your-pension-fund-just" }, { "name": "Kakashii", "entity": "https://deepstack.ltd/people/kakashii/", "claim": "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…", "date": "2026-08-20", "url": "https://kakashiii111.substack.com/p/the-nvidia-spv-series-part-2-coreweave" }, { "name": "Vitaliy Katsenelson", "entity": "https://deepstack.ltd/people/vitaliy-katsenelson/", "claim": "Asset-life mismatch in off-balance-sheet AI financing", "date": "2026-01-22", "url": "https://vitaliy.substack.com/p/artificial-intelligence-nvidia-and" } ] } ], "tests": [ { "id": "th053-t01", "part": null, "thesis": 53, "slug": "gpu-rental-price-floor", "when": "December 14, 2026", "whenLabel": "Dec 14, 2026", "date": "2026-12-14", "precision": "day", "event": "Oracle, interest expense as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 7.5%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "open", "callExpects": null, "callExpectsBy": null, "callExpectsAt": null, "callProbability": null, "callProbabilityAt": null, "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[0].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "ORCL", "rule": "results reported => read the print", "question": "", "source": null, "ambiguity": "", "specState": "pending" }, "url": "https://deepstack.ltd/docket/#test-th053-t01", "storyUrl": "https://deepstack.ltd/theses/gpu-rental-price-floor/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 72, "at": "2026-10-22T06:14:37Z" }, { "model": "deepseek-reasoner", "p": 72, "at": "2026-10-22T06:14:46Z" } ], "readers": null }, { "id": "th053-t02", "part": null, "thesis": 53, "slug": "gpu-rental-price-floor", "when": "December 14, 2026", "whenLabel": "Dec 14, 2026", "date": "2026-12-14", "precision": "day", "event": "Oracle, interest expense as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 8%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "open", "callExpects": null, "callExpectsBy": null, "callExpectsAt": null, "callProbability": null, "callProbabilityAt": null, "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[1].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "ORCL", "rule": "results reported => read the print", "question": "", "source": null, "ambiguity": "", "specState": "pending" }, "url": "https://deepstack.ltd/docket/#test-th053-t02", "storyUrl": "https://deepstack.ltd/theses/gpu-rental-price-floor/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 33, "at": "2026-10-22T06:14:51Z" }, { "model": "deepseek-reasoner", "p": 60, "at": "2026-10-22T06:15:23Z" } ], "readers": null }, { "id": "th053-t03", "part": null, "thesis": 53, "slug": "gpu-rental-price-floor", "when": "December 14, 2026", "whenLabel": "Dec 14, 2026", "date": "2026-12-14", "precision": "day", "event": "Oracle, interest expense as a share of revenue, quarter ended November 30, 2026: whether it comes in at or above 8.5%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "open", "callExpects": null, "callExpectsBy": null, "callExpectsAt": null, "callProbability": null, "callProbabilityAt": null, "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[2].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "ORCL", "rule": "results reported => read the print", "question": "", "source": null, "ambiguity": "", "specState": "pending" }, "url": "https://deepstack.ltd/docket/#test-th053-t03", "storyUrl": "https://deepstack.ltd/theses/gpu-rental-price-floor/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 42, "at": "2026-10-22T06:15:28Z" }, { "model": "deepseek-reasoner", "p": 30, "at": "2026-10-22T06:15:57Z" } ], "readers": null }, { "id": "th053-t04", "part": null, "thesis": 53, "slug": "gpu-rental-price-floor", "when": "November 24, 2026", "whenLabel": "Nov 24, 2026", "date": "2026-11-24", "precision": "day", "event": "Dell Technologies, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 22%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 62, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[3].date", "url": null }, "resolver": { "kind": "manual", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of Dell Technologies (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001571996.json" }, "ambiguity": "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.", "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": "th053-dell-debt-yoy", "threshold": 22, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th053-t04", "storyUrl": "https://deepstack.ltd/theses/gpu-rental-price-floor/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 40, "at": "2026-10-22T06:16:02Z" }, { "model": "deepseek-reasoner", "p": 10, "at": "2026-10-22T06:16:53Z" } ], "readers": null }, { "id": "th053-t05", "part": null, "thesis": 53, "slug": "gpu-rental-price-floor", "when": "November 24, 2026", "whenLabel": "Nov 24, 2026", "date": "2026-11-24", "precision": "day", "event": "Dell Technologies, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 25%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "either", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 46, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[4].date", "url": null }, "resolver": { "kind": "manual", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of Dell Technologies (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001571996.json" }, "ambiguity": "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.", "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": "th053-dell-debt-yoy", "threshold": 25, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th053-t05", "storyUrl": "https://deepstack.ltd/theses/gpu-rental-price-floor/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 55, "at": "2026-10-22T06:16:58Z" }, { "model": "deepseek-reasoner", "p": 4, "at": "2026-10-22T06:17:06Z" } ], "readers": null }, { "id": "th053-t06", "part": null, "thesis": 53, "slug": "gpu-rental-price-floor", "when": "November 24, 2026", "whenLabel": "Nov 24, 2026", "date": "2026-11-24", "precision": "day", "event": "Dell Technologies, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 28%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 28, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[5].date", "url": null }, "resolver": { "kind": "manual", "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%.", "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": { "label": "SEC EDGAR, XBRL company facts of Dell Technologies (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001571996.json" }, "ambiguity": "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.", "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": "th053-dell-debt-yoy", "threshold": 28, "direction": "above", "unit": "%", "think": { "baseRate": "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.", "outsideView": "The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th053-t06", "storyUrl": "https://deepstack.ltd/theses/gpu-rental-price-floor/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 30, "at": "2026-10-22T06:17:10Z" }, { "model": "deepseek-reasoner", "p": 8, "at": "2026-10-22T06:17:22Z" } ], "readers": null } ] }