# Nvidia Can't Buy Enough of It. I Found 2 Ways In Source: https://www.youtube.com/watch?v=YoLM9EatW2s Recap page: https://rapidrecap.app/video/YoLM9EatW2s Generated: 2026-09-06T16:10:29.266+00:00 --- ## The Gist Nvidia increased its multi-year supply and capacity commitments to $279 billion in a single footnote, driven primarily by memory shortages. Running a margin test across 24 semiconductor, power, and infrastructure companies reveals that memory and utility providers are capturing the markup while equipment vendors give it back. ## Quick Overview Nvidia locked up $279 billion in multi-year purchase commitments focused heavily on memory, signaling that memory and power are the ultimate supply chain constraints for AI infrastructure. The host tested 24 companies across the semiconductor supply chain using a four-quarter gross margin comparison against the prior four quarters. Thirteen companies passed the test by expanding their margins, with memory chipmakers like Micron and Sandisk alongside power provider Constellation Energy taking the top spots. **Key Points:** - Nvidia raised its supply and capacity commitments from $119 billion to $279 billion in a single quarter. - Micron Technology increased its quarterly gross margin to 84.56 percent, more than doubling its earnings compared to the prior year. - Sandisk Corporation achieved an 84.6 percent gross margin in its latest quarter despite having no prior public valuation history. - Constellation Energy led the power sector with a gross margin increase of 24.5 points, proving that reliable energy sources command massive pricing power. - Out of 24 companies tested across the data center supply chain, exactly 13 passed by showing year-over-year margin expansion. - China-based memory chipmaker CXMT raised $8.6 billion in an IPO and is scaling wafer production to roughly 9 wafers for every 10 produced by Micron. - Vertiv Holdings saw its deferred revenue double to $3.63 billion in six months, though its gross margin declined by 2.2 points. ![Screenshot at 22:39: The final scorecard ranking all 24 companies tested by their gross margin changes, showing memory and power companies dominating the top spots.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-22-39.jpg) **Context:** AI infrastructure buildout requires massive capital expenditure in graphics processing units, but the true bottlenecks lie further down the supply chain in high-bandwidth memory, data center power generation, and advanced cooling infrastructure. ## Detailed Analysis The explosive growth of artificial intelligence creates severe infrastructure bottlenecks in power generation, liquid cooling, and memory manufacturing. Nvidia revealed in a financial filing footnote that its supply commitments jumped to $279 billion, with data center memory and manufacturing facilities as primary targets. To determine who profits from this boom, the host tested 24 supply chain companies by comparing their last four quarters of gross margins against the previous four. The results prove that companies selling irreplaceable inputs like specialized memory and dedicated nuclear power capture the markup, while many equipment and hardware assemblers experience margin compression. ### Nvidia, Memory, and the Supply Squeeze Nvidia spends tens of billions on components, but its latest filings point directly to memory as the ultimate bottleneck. - Nvidia increased its supply commitments from $119 billion to $279 billion in a single quarter. - Filing footnotes explicitly state that these commitments target data center infrastructure, primarily memory and manufacturing facilities. - Elon Musk noted in an interview that power, cooling, and memory chips are the primary constraints limiting artificial intelligence scaling. ![Screenshot at 01:53: Nvidia filing footnotes revealing the massive jump in supply and capacity commitments to $279 billion.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-01-53.jpg) ### Micron Technology Dominates Memory Profits Memory manufacturers sit at the center of the AI hardware constraint, allowing them to extract massive pricing power. - Micron's quarterly gross margin reached 84.56 percent, up significantly from 37.72 percent a year prior. - Micron CEO Sanjay Mehrotra stated that the company can only fulfill 50 to 65 percent of customer demand in the medium term. - Micron trades at roughly six times next year's projected earnings, indicating the market prices in cyclical risk despite record margins. ![Screenshot at 14:35: Micron quarterly gross margin chart showing the sharp surge to 84.56 percent.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-14-35.jpg) ### Sandisk Corporation Surges After Going Public Flash memory producers enjoy the same scarcity tailwinds as high-bandwidth memory suppliers. - Sandisk achieved a gross margin of 84.6 percent in its latest quarter, up from 26.2 percent a year prior. - Despite having no long-term public valuation history, Sandisk demonstrates identical pricing leverage to Micron. - Revenue nearly tripled to $20.25 billion over the tested four-quarter period. ![Screenshot at 13:36: Sandisk financial metrics displaying the dramatic jump in gross margin and revenue.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-13-36.jpg) ### Constellation Energy Wins the Power Sector Energy scarcity makes operational nuclear and power assets the most valuable commodity in the data center buildout. - Constellation Energy increased its gross margin by 24.5 points, earning the top spot among power providers. - Energy cannot be easily manufactured overnight, making existing licensed nuclear reactors irreplaceable assets. - Constellation surpassed many hardware and chip companies on the valuation scorecard. ![Screenshot at 23:03: Exterior view of a Constellation Energy nuclear facility powering modern data center infrastructure.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-23-03.jpg) ### The Chinese Competitor Threat: CXMT Chinese memory producers are scaling rapidly, threatening Western margin dominance. - Chinese memory maker CXMT raised $8.6 billion in an initial public offering to expand operations. - Analysts estimate CXMT will reach roughly 350,000 wafer starts per month by the end of 2026. - Despite massive state backing, Chinese memory chips still account for less than eight percent of the global market. ![Screenshot at 19:40: Reuters news headline reporting CXMT raising $8.6 billion in Asia's largest IPO of the year.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-19-40.jpg) ### Hardware and Equipment Assemblers Lag Behind Companies that build racks, cooling loops, and electrical gear experience margin compression despite record revenue. - Vertiv Holdings saw its deferred revenue double to $3.63 billion, but its gross margin fell by 2.2 points. - Nvent Electric grew revenue by 46 percent while its gross margin dropped by 2.2 points. - Equipment providers suffer from intense competition because factories can build alternative cooling units and electrical panels more easily. ![Screenshot at 12:17: Nvent Electric margin decline metrics showing a 2.2 point drop despite rising revenue.](https://ss.rapidrecap.app/screens/YoLM9EatW2s/00-12-17.jpg)