Thesis · Semiconductors & Compute Silicon

Will Nvidia's data center revenue growth rate fall below Broadcom's AI semiconductor revenue growth rate for four consecutive reported quarters ending on or before 2027-12-31?

Inference workloads migrating to hyperscaler-owned ASICs compress Nvidia's share of accelerator spend, so the custom-silicon supply chain grows materially faster than merchant GPU revenue.

6 dated tests · 0 resolved · next on

The tests More theses in Semiconductors & Compute Silicon

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

Custom silicon takes share from merchant GPUs

Cost-per-token competition and ROI pressure push repetitive inference onto TPU, Trainium, Inferentia and MTIA, where hyperscalers amortize design cost over captive workloads and avoid the merchant vendor's ~70-85% margin. Merchant GPU revenue growth decelerates relative to custom accelerator revenue growth, visible in the two vendors' reported segment numbers.

The case for no

Nvidia's rails keep merchant GPU growth ahead of custom silicon

Nvidia is investing in and integrating component suppliers such as Marvell across custom silicon, scale-up networking, and photonic fabric, so downstream AI infrastructure stays dependent on Nvidia rails even as customers explore semi-custom alternatives. Purpose-built accelerators can be paired with flexible software compilation and task scheduling to approach custom performance without abandoning a programmable, portable platform, which blunts the case for migrating workloads away from merchant GPUs. On this view Nvidia's data center revenue growth rate does not fall below Broadcom's AI semiconductor revenue growth rate for four consecutive quarters through 2027.

5 voices

Custom silicon takes share from merchant GPUs

  1. Kevin Gee

    Gaonkar contrasts training, which she calls spiky, with inference, which she calls the annuity stream that models will be called on to do day in and day out, and argues that developments around Google's TPU show how workload-specific integrated…

    Source

  2. Market Sentiment

    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…

    Source

  3. Kakashii

    The cost of Nvidia compute is currently hidden by subsidised consumer pricing funded by VCs, PE, banks and Nvidia itself; when that funding drains and labs must raise prices, demand shifts to whoever built efficient models on TPUs or custom…

    Source

  4. Michael Spencer

    Amazon's custom chips achieve 30-40% better price-performance than competing solutions like NVIDIA GPUs. This creates a flywheel where lower-cost inference attracts customers, increases AWS usage, and improves unit economics. At scale, Trainium…

    Source

  5. Oguz Erkan

    Because data center GPUs are sold to a handful of large cloud buyers rather than end consumers, those buyers have both the motive and the budget to fund in-house chips and to test rivals, especially when allocation of the leading part is rationed…

    Source

2 voices

Nvidia's rails keep merchant GPU growth ahead of custom silicon

  1. Gaetano

    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…

    Source

  2. Dylan Patel

    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…

    Source

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.

  1. NVIDIA, revenue growth from a year earlier, quarter ended October 25, 2026: whether it comes in at or above 80%.

    On the Docket Pendingth017-t04Pre-specified

    Question
    Did the revenue of Nvidia for the quarter ended October 25, 2026 grow at or above 80.0% from the quarter ended October 26, 2025?
    Source
    SEC EDGAR, XBRL company facts of Nvidia (Forms 10-Q and 10-K)
    Rule
    Compare the revenue that Nvidia reports for the quarter ended October 25, 2026 with the quarter ended October 26, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 80.0%; no if it is below 80.0%.
    If the source is late, revised or silent
    If Nvidia has not filed by December 11, 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
    NVIDIA's revenue growth from a year earlier was 105.9% for the quarter ended July 26, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    What would change the number
    The results-calendar consensus for the quarter ended October 25, 2026 implies 90.9%, and the middle rung is centred there.

    The Call, before the dateExpects yes. Gives the yes answer 78%.

    78%

    0 · no100 · yes

    The machinesClaude 18% · DeepSeek 45%

    Claude: 18%DeepSeek: 45%
    The ladder 3 rungs on one reading, Nov 18, 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.

    1. Above 80%Call 78% · Claude 18% · DeepSeek 45%

      78%

    2. Above 90%Call 52% · Claude 5% · DeepSeek 7%

      52%

    3. Above 100%Call 27% · Claude 5% · DeepSeek 3%

      27%

    0 · no50100 · yes

    Your number

  2. NVIDIA, revenue growth from a year earlier, quarter ended October 25, 2026: whether it comes in at or above 90%.

    On the Docket Pendingth017-t05Pre-specified

    Question
    Did the revenue of Nvidia for the quarter ended October 25, 2026 grow at or above 90.0% from the quarter ended October 26, 2025?
    Source
    SEC EDGAR, XBRL company facts of Nvidia (Forms 10-Q and 10-K)
    Rule
    Compare the revenue that Nvidia reports for the quarter ended October 25, 2026 with the quarter ended October 26, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 90.0%; no if it is below 90.0%.
    If the source is late, revised or silent
    If Nvidia has not filed by December 11, 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
    NVIDIA's revenue growth from a year earlier was 105.9% for the quarter ended July 26, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    What would change the number
    The results-calendar consensus for the quarter ended October 25, 2026 implies 90.9%, and the middle rung is centred there.

    The Call, before the dateEither answer fits the Call. Gives the yes answer 52%.

    52%

    0 · no100 · yes

    The machinesClaude 5% · DeepSeek 7%

    Claude: 5%DeepSeek: 7%

    Your number

  3. NVIDIA, revenue growth from a year earlier, quarter ended October 25, 2026: whether it comes in at or above 100%.

    On the Docket Pendingth017-t06Pre-specified

    Question
    Did the revenue of Nvidia for the quarter ended October 25, 2026 grow at or above 100.0% from the quarter ended October 26, 2025?
    Source
    SEC EDGAR, XBRL company facts of Nvidia (Forms 10-Q and 10-K)
    Rule
    Compare the revenue that Nvidia reports for the quarter ended October 25, 2026 with the quarter ended October 26, 2025, in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if growth is at or above 100.0%; no if it is below 100.0%.
    If the source is late, revised or silent
    If Nvidia has not filed by December 11, 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
    NVIDIA's revenue growth from a year earlier was 105.9% for the quarter ended July 26, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    What would change the number
    The results-calendar consensus for the quarter ended October 25, 2026 implies 90.9%, and the middle rung is centred there.

    The Call, before the dateExpects no. Gives the yes answer 27%.

    27%

    0 · no100 · yes

    The machinesClaude 5% · DeepSeek 3%

    Claude: 5%DeepSeek: 3%

    Your number

  4. Broadcom, revenue growth from a year earlier, quarter ended November 1, 2026: whether it comes in at or above 85%.

    On the Docket Pendingth017-t01Pre-specified

    Question
    Did the revenue of Broadcom for the quarter ended November 1, 2026 grow at or above 85.0% from the quarter ended November 2, 2025?
    Source
    SEC EDGAR, XBRL company facts of Broadcom (Forms 10-Q and 10-K)
    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 85.0%; no if it is below 85.0%.
    If the source is late, revised or silent
    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.
    Base rate
    Broadcom's revenue growth from a year earlier was 85.5% for the quarter ended August 2, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    What would change the number
    The results-calendar consensus for the quarter ended November 1, 2026 implies 93.7%, and the middle rung is centred there.

    The Call, before the dateExpects yes. Gives the yes answer 72%.

    72%

    0 · no100 · yes

    The machinesClaude 6% · DeepSeek 5% · GPT 7%

    Claude: 6%DeepSeek: 5%GPT: 7%
    The ladder 3 rungs on one reading, Dec 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.

    1. Above 85%Call 72% · Claude 6% · DeepSeek 5% · GPT 7%

      72%

    2. Above 95%Call 47% · Claude 3% · DeepSeek 2%

      47%

    3. Above 105%Call 26% · Claude 4% · DeepSeek 7%

      26%

    0 · no50100 · yes

    Your number

  5. Broadcom, revenue growth from a year earlier, quarter ended November 1, 2026: whether it comes in at or above 95%.

    On the Docket Pendingth017-t02Pre-specified

    Question
    Did the revenue of Broadcom for the quarter ended November 1, 2026 grow at or above 95.0% from the quarter ended November 2, 2025?
    Source
    SEC EDGAR, XBRL company facts of Broadcom (Forms 10-Q and 10-K)
    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 95.0%; no if it is below 95.0%.
    If the source is late, revised or silent
    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.
    Base rate
    Broadcom's revenue growth from a year earlier was 85.5% for the quarter ended August 2, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    What would change the number
    The results-calendar consensus for the quarter ended November 1, 2026 implies 93.7%, and the middle rung is centred there.

    The Call, before the dateEither answer fits the Call. Gives the yes answer 47%.

    47%

    0 · no100 · yes

    The machinesClaude 3% · DeepSeek 2%

    Claude: 3%DeepSeek: 2%

    Your number

  6. Broadcom, revenue growth from a year earlier, quarter ended November 1, 2026: whether it comes in at or above 105%.

    On the Docket Pendingth017-t03Pre-specified

    Question
    Did the revenue of Broadcom for the quarter ended November 1, 2026 grow at or above 105.0% from the quarter ended November 2, 2025?
    Source
    SEC EDGAR, XBRL company facts of Broadcom (Forms 10-Q and 10-K)
    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 105.0%; no if it is below 105.0%.
    If the source is late, revised or silent
    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.
    Base rate
    Broadcom's revenue growth from a year earlier was 85.5% for the quarter ended August 2, 2026, by its filing on SEC EDGAR.
    Outside view
    The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
    What would change the number
    The results-calendar consensus for the quarter ended November 1, 2026 implies 93.7%, and the middle rung is centred there.

    The Call, before the dateExpects no. Gives the yes answer 26%.

    26%

    0 · no100 · yes

    The machinesClaude 4% · DeepSeek 7%

    Claude: 4%DeepSeek: 7%

    Your number

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.