{ "generatedAt": "2026-10-22T18:36:31Z", "url": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/", "disclaimer": "Analysis and opinion, not investment advice.", "id": "asic-share-crossover-vs-merchant-gpu", "number": 16, "question": "Will Broadcom's AI semiconductor revenue for fiscal 2027 (ending ~Oct/Nov 2027), as reported in its quarterly and annual results, exceed $60 billion?", "dek": "Hyperscaler custom accelerator programs scale fast enough that the leading custom-silicon designer's AI revenue triples from roughly $20B in FY25 to above $60B by FY27, evidencing real share capture from merchant GPUs.", "family": "T02", "subthesis": "T02.04", "sector": "AI.SEMI", "subsectors": [ "AI.SEMI.ASIC", "AI.SEMI.GPU", "AI.NET.SWITCH", "AI.NET.CPO" ], "relatedParts": [], "approvedAt": "2026-10-22T01:56:07Z", "sectorName": "Semiconductors & Compute Silicon", "api": "https://deepstack.ltd/api/v1/theses/asic-share-crossover-vs-merchant-gpu.json", "sides": [ { "id": "yes", "label": "Custom silicon takes share from merchant GPUs", "summary": "Hyperscalers fund multi-year XPU programs because a few billion of ASIC NRE is trivial against hundreds of billions of data-center capex and per-chip cost runs roughly a third of a merchant GPU. Custom accelerator unit volumes approach or exceed GPU volumes and the fixed-fee plus per-chip economics accrue to the two firms capable of complex AI ASIC design.", "voices": [ { "name": "Hf Best Ideas", "entity": null, "claim": "Baron points to a Google agreement through 2031, larger planned compute at Anthropic, OpenAI's first inference chip taped out in nine months toward a 10 gigawatt build, Meta's continued investment posture and a multi-year Apple agreement, alongside…", "date": "2026-08-12", "url": "https://hfbestideas.substack.com/p/40-new-pitches-found-in-hedge-fund-328" }, { "name": "Market Sentiment", "entity": "https://deepstack.ltd/people/market-sentiment/", "claim": "As buyers stop paying for frontier models on every task, competition turns to lowest cost per token; inference is repetitive enough to hard-wire, and at hyperscaler volume the $500M+ design cost is amortized, so the roughly half of inference cost…", "date": "2026-07-18", "url": "https://www.marketsentiment.co/p/asic" }, { "name": "Invest in Assets", "entity": "https://deepstack.ltd/people/invest-in-assets/", "claim": "Broadcom monetizes the AI race itself rather than any single winner: every lab and hyperscaler that keeps competing must buy XPUs and networking, so customer-level outcomes matter less than the continuation of the race.", "date": "2026-08-09", "url": "https://www.investinassets.net/p/broadcom-the-ai-arms-dealer-that" } ] }, { "id": "no", "label": "The case against it", "summary": "Uncertainty about the future mix of ordinary-latency and extreme-interactivity demand, combined with software able to carve a speed tier out of an existing accelerator pool, so buyers reallocating GPU capacity by configuration instead of purchasing dedicated dataflow silicon, compressing the addressable market for specialist chips without eliminating its top end. Nvidia's desire to maintain architectural control as custom AI systems proliferate, so custom systems remain locked into Nvidia infrastructure even as customers demand semi-custom alternatives. It would show first if broadcom AI revenue growth decelerates to under 50% year over year in FY27 with guidance cut.", "voices": [ { "name": "Gaetano", "entity": "https://deepstack.ltd/people/gaetano/", "claim": "By investing in and integrating component suppliers like Marvell across custom silicon, scale-up networking, and photonic fabric, Nvidia ensures downstream AI infrastructure remains dependent on Nvidia rails regardless of customer preferences for…", "date": "2026-03-31", "url": "https://gaetanoresearch.substack.com/p/marvellnvdapoet" }, { "name": "Dylan Patel", "entity": "https://deepstack.ltd/people/dylan-patel/", "claim": "By combining purpose-built hardware accelerators with flexible software compilation and task scheduling frameworks, a vendor can achieve the performance benefits of custom solutions while preserving the programmability and portability advantages of…", "date": "2022-04-06", "url": "https://newsletter.semianalysis.com/p/how-nvidias-empire-could-be-eroded" } ] } ], "tests": [ { "id": "th016-t01", "part": null, "thesis": 16, "slug": "asic-share-crossover-vs-merchant-gpu", "when": "December 9, 2026", "whenLabel": "Dec 9, 2026", "date": "2026-12-09", "precision": "day", "event": "Broadcom, revenue growth from a year earlier, quarter ended November 1, 2026: whether it comes in at or above 82%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 78, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[0].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "AVGO", "rule": "Compare the revenue that Broadcom reports for the quarter ended November 1, 2026 with the quarter ended November 2, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 82.0%; no if it is below 82.0%.", "question": "Did the revenue of Broadcom for the quarter ended November 1, 2026 grow at or above 82.0% from the quarter ended November 2, 2025?", "source": { "label": "SEC EDGAR, XBRL company facts of Broadcom (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001730168.json" }, "ambiguity": "If Broadcom has not filed by January 7, 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": "th016-avgo-revenue-yoy", "threshold": 82, "direction": "above", "unit": "%", "think": { "baseRate": "Broadcom's revenue growth from a year earlier was 85.5% for the quarter ended August 2, 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": "The results-calendar consensus for the quarter ended November 1, 2026 implies 93.7%, and the middle rung is centred there." } }, "url": "https://deepstack.ltd/docket/#test-th016-t01", "storyUrl": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 18, "at": "2026-10-22T02:56:15Z" }, { "model": "deepseek-reasoner", "p": 10, "at": "2026-10-22T02:56:55Z" }, { "model": "gpt-5", "p": 46, "at": "2026-10-22T02:57:33Z" } ], "readers": null }, { "id": "th016-t02", "part": null, "thesis": 16, "slug": "asic-share-crossover-vs-merchant-gpu", "when": "December 9, 2026", "whenLabel": "Dec 9, 2026", "date": "2026-12-09", "precision": "day", "event": "Broadcom, revenue growth from a year earlier, quarter ended November 1, 2026: whether it comes in at or above 93%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "either", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 52, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[1].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "AVGO", "rule": "Compare the revenue that Broadcom reports for the quarter ended November 1, 2026 with the quarter ended November 2, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 93.0%; no if it is below 93.0%.", "question": "Did the revenue of Broadcom for the quarter ended November 1, 2026 grow at or above 93.0% from the quarter ended November 2, 2025?", "source": { "label": "SEC EDGAR, XBRL company facts of Broadcom (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001730168.json" }, "ambiguity": "If Broadcom has not filed by January 7, 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": "th016-avgo-revenue-yoy", "threshold": 93, "direction": "above", "unit": "%", "think": { "baseRate": "Broadcom's revenue growth from a year earlier was 85.5% for the quarter ended August 2, 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": "The results-calendar consensus for the quarter ended November 1, 2026 implies 93.7%, and the middle rung is centred there." } }, "url": "https://deepstack.ltd/docket/#test-th016-t02", "storyUrl": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 4, "at": "2026-10-22T02:57:38Z" }, { "model": "deepseek-reasoner", "p": 5, "at": "2026-10-22T02:58:02Z" }, { "model": "gpt-5", "p": 7, "at": "2026-10-22T02:59:00Z" } ], "readers": null }, { "id": "th016-t03", "part": null, "thesis": 16, "slug": "asic-share-crossover-vs-merchant-gpu", "when": "December 9, 2026", "whenLabel": "Dec 9, 2026", "date": "2026-12-09", "precision": "day", "event": "Broadcom, revenue growth from a year earlier, quarter ended November 1, 2026: whether it comes in at or above 103%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T03:45:00Z", "callProbability": 27, "callProbabilityAt": "2026-10-22T03:45:00Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[2].date", "url": null }, "resolver": { "kind": "earnings", "symbol": "AVGO", "rule": "Compare the revenue that Broadcom reports for the quarter ended November 1, 2026 with the quarter ended November 2, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 103.0%; no if it is below 103.0%.", "question": "Did the revenue of Broadcom for the quarter ended November 1, 2026 grow at or above 103.0% from the quarter ended November 2, 2025?", "source": { "label": "SEC EDGAR, XBRL company facts of Broadcom (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001730168.json" }, "ambiguity": "If Broadcom has not filed by January 7, 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": "th016-avgo-revenue-yoy", "threshold": 103, "direction": "above", "unit": "%", "think": { "baseRate": "Broadcom's revenue growth from a year earlier was 85.5% for the quarter ended August 2, 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": "The results-calendar consensus for the quarter ended November 1, 2026 implies 93.7%, and the middle rung is centred there." } }, "url": "https://deepstack.ltd/docket/#test-th016-t03", "storyUrl": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 5, "at": "2026-10-22T02:59:05Z" }, { "model": "deepseek-reasoner", "p": 8, "at": "2026-10-22T02:59:15Z" }, { "model": "gpt-5", "p": 7, "at": "2026-10-22T02:59:51Z" } ], "readers": null }, { "id": "th016-t04", "part": null, "thesis": 16, "slug": "asic-share-crossover-vs-merchant-gpu", "when": "December 1, 2026", "whenLabel": "Dec 1, 2026", "date": "2026-12-01", "precision": "day", "event": "Marvell, revenue growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 46%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 76, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[3].date", "url": null }, "resolver": { "kind": "manual", "rule": "Compare the revenue that Marvell reports for the quarter ended October 31, 2026 with 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 46.0%; no if it is below 46.0%.", "question": "Did the revenue of Marvell for the quarter ended October 31, 2026 grow at or above 46.0% from the quarter ended October 31, 2025?", "source": { "label": "SEC EDGAR, XBRL company facts of Marvell (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001835632.json" }, "ambiguity": "If Marvell 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 A)" } ], "callExpects": "yes", "format": "ladder", "group": "th016-mrvl-revenue-yoy", "threshold": 46, "direction": "above", "unit": "%", "think": { "baseRate": "Marvell's revenue growth from a year earlier was 36.5% for the quarter ended August 1, 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": "The results-calendar consensus for the quarter ended October 31, 2026 implies 52.0%, and the middle rung is centred there." } }, "url": "https://deepstack.ltd/docket/#test-th016-t04", "storyUrl": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 55, "at": "2026-10-22T02:59:55Z" }, { "model": "deepseek-reasoner", "p": 55, "at": "2026-10-22T03:00:28Z" } ], "readers": null }, { "id": "th016-t05", "part": null, "thesis": 16, "slug": "asic-share-crossover-vs-merchant-gpu", "when": "December 1, 2026", "whenLabel": "Dec 1, 2026", "date": "2026-12-01", "precision": "day", "event": "Marvell, revenue growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 54%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "either", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 48, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[4].date", "url": null }, "resolver": { "kind": "manual", "rule": "Compare the revenue that Marvell reports for the quarter ended October 31, 2026 with 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 54.0%; no if it is below 54.0%.", "question": "Did the revenue of Marvell for the quarter ended October 31, 2026 grow at or above 54.0% from the quarter ended October 31, 2025?", "source": { "label": "SEC EDGAR, XBRL company facts of Marvell (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001835632.json" }, "ambiguity": "If Marvell 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 A)" } ], "callExpects": "either", "format": "ladder", "group": "th016-mrvl-revenue-yoy", "threshold": 54, "direction": "above", "unit": "%", "think": { "baseRate": "Marvell's revenue growth from a year earlier was 36.5% for the quarter ended August 1, 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": "The results-calendar consensus for the quarter ended October 31, 2026 implies 52.0%, and the middle rung is centred there." } }, "url": "https://deepstack.ltd/docket/#test-th016-t05", "storyUrl": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 33, "at": "2026-10-22T03:01:34Z" }, { "model": "deepseek-reasoner", "p": 28, "at": "2026-10-22T03:02:05Z" } ], "readers": null }, { "id": "th016-t06", "part": null, "thesis": 16, "slug": "asic-share-crossover-vs-merchant-gpu", "when": "December 1, 2026", "whenLabel": "Dec 1, 2026", "date": "2026-12-01", "precision": "day", "event": "Marvell, revenue growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 62%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 26, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[5].date", "url": null }, "resolver": { "kind": "manual", "rule": "Compare the revenue that Marvell reports for the quarter ended October 31, 2026 with 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 62.0%; no if it is below 62.0%.", "question": "Did the revenue of Marvell for the quarter ended October 31, 2026 grow at or above 62.0% from the quarter ended October 31, 2025?", "source": { "label": "SEC EDGAR, XBRL company facts of Marvell (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001835632.json" }, "ambiguity": "If Marvell 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 A)" } ], "callExpects": "no", "format": "ladder", "group": "th016-mrvl-revenue-yoy", "threshold": 62, "direction": "above", "unit": "%", "think": { "baseRate": "Marvell's revenue growth from a year earlier was 36.5% for the quarter ended August 1, 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": "The results-calendar consensus for the quarter ended October 31, 2026 implies 52.0%, and the middle rung is centred there." } }, "url": "https://deepstack.ltd/docket/#test-th016-t06", "storyUrl": "https://deepstack.ltd/theses/asic-share-crossover-vs-merchant-gpu/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 14, "at": "2026-10-22T03:03:10Z" }, { "model": "deepseek-reasoner", "p": 7, "at": "2026-10-22T03:03:22Z" }, { "model": "gpt-5", "p": 24, "at": "2026-10-22T03:04:14Z" } ], "readers": null } ] }