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Micron's Memory Supercycle Challenges Nvidia's AI Valuation Lead

Micron's record $54.23B quarter with an 87% gross margin reframes high-bandwidth memory as AI's scarcest profit pool, inviting a direct valuation comparison with Nvidia.

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Artificial intelligence profits are migrating from graphics processors to memory, and that shift reframes the entire chip debate. The argument here is blunt: Micron now earns roughly as much as Nvidia while trading at about one quarter of the valuation. If high-bandwidth memory is the binding constraint on AI servers, then the memory supercycle matters more than the next GPU launch. That single comparison sets up everything that follows.

Micron reported a record fiscal fourth quarter ended September 3, 2026, with revenue of $54.23B, up from $41.46B last quarter and $11.32B a year earlier. According to Micron, GAAP net income reached $37.70B, operating cash flow hit $43.97B, and full-year fiscal 2026 revenue totaled $133.19B. Chief executive Sanjay Mehrotra framed the result around AI becoming Super Intelligence. Importantly, this was a 14-week quarter, not the usual 13 weeks.

A record quarter on an extra week

The shock was profitability, with gross margin near 87% against about 46% a year earlier, according to the speaker. Manufacturing costs rose roughly 15%, so this looks like a pricing power story rather than an efficiency gain. CNBC, citing an LSEG poll, said the Street expected about $51.07B in revenue and $31.61 in earnings per share, a bar Micron cleared. The same coverage notes the stock rose nearly 500% over the past year.

Forward guidance was equally aggressive, pointing to roughly $61.5B in revenue plus or minus $1.5B and about $38.15 in earnings per share. The Street was near $57B and $35.40, so the guide implies another beat. Behind it sits committed capacity , with more than three-quarters of 2027 output already spoken for and early talks covering 2028. Customers have prepaid $12.7B in deposits, while 26 take-or-pay deals represent about $150B in future revenue.

Guidance backed by prepaid demand

Skeptics get their turn, because the next-quarter margin guide sits near 86.25%, slightly below the peak, alongside about $1B in extra bonus and capacity costs. Operating expenses are expected to rise $2.5B next year as new plants ramp. Management still uses margin-floor language for the year, suggesting confidence rather than caution. A Bloomberg headline about narrowing margins gets dismissed by the speaker as missing this broader contracted-demand context.

Nvidia still posted enormous numbers for its second quarter of fiscal 2027 ended July 26, 2026, with revenue of $96.221B, up 106% from last year. According to Nvidia, data center sales reached $89.0B, gross margin held at 75.0%, and third-quarter guidance points to $108B with no China data center sales assumed. Vera Rubin is now in full production. Yet SiliconAnalysts notes management called memory costs extreme, with supply covering only about 70% of demand.

Nvidia still grows, but memory binds

That contrast fuels the valuation gap at the heart of the pitch. Micron earned nearly $38B against roughly $40B for Nvidia, yet Micron was valued near $1.2T versus about $4.8T for Nvidia. Goldman Sachs is cited as attributing 18% of expected S&P earnings growth to Nvidia and 14% to Micron. If profits are converging while prices have not, the speaker argues, memory shareholders are buying the same AI earnings stream cheaper.

The Street still looks cautious, projecting only about 11% profit growth for Micron through fiscal 2028 versus roughly 68% for Nvidia, a forecast the speaker calls lazy. Part of the rebuttal is domestic supply, since Tomshardware reports Idaho Fab 1 comes online in the second half of 2027 under a 20-year $200B United States plan. HBM packaging in Virginia adds another onshore leg. With the only United States-based high-bandwidth-memory supply, scarcity supports the supply-constrained growth thesis.

Valuation math and the bear case

Even harsh stress tests look survivable, because halving memory prices would still leave margins near 74% from an 87% starting point. Counterpoint Research data cited by EastAsiaBrief puts second-quarter high-bandwidth-memory revenue share at 50% for SK hynix, 33% for Samsung and 18% for Micron. Samsung Securities is cited for allocating about 22% of Nvidia high-bandwidth-memory supply to Micron and 60% to SK hynix. The real threat is Chinese entrant CXMT, reportedly adding 85,000 wafer starts monthly versus 30,000 for Micron.

The closing argument returns to contracted demand rather than spot-market luck. Custom next-generation memory co-developed with Nvidia, multi-year take-or-pay coverage and deposits suggest visibility that memory has rarely enjoyed. The speaker discloses owning both Micron and Nvidia shares, with a larger Micron position, and runs a self-described contrarian growth strategy. Readers can follow more work through a single mention of rebellionaire.com. If memory stays the bottleneck, the rerating may still be early.

Visualization: nodesdaily AI

Key moments

  1. AI profit shifts from GPUs to memory
  2. Micron posts record revenue quarter
  3. Strong guidance backed by prepaid deals
  4. Margin pressure and cost pushback
  5. Nvidia growth meets memory limits
  6. Valuation gap and closing argument

AI commentary

"Editorially, the memory-bottleneck framing is persuasive but one-sided. The contracted revenue and deposit figures deserve attention, yet memory history argues for discounting peak margins until supply normalizes."

AI assessment

The strongest counterargument is memory cyclicality. Micron has repeatedly swung from record profits to losses when supply catches up, and Chinese producer CXMT is adding far more wafer capacity than Micron. If high-bandwidth-memory pricing normalizes or export controls shift, current 87% margins could compress quickly, leaving a 1.2T valuation exposed.

The presentation also has limits. Several margin, commitment and supply figures are framed as speaker claims rather than audited filings, and the 14-week quarter flatters year-over-year comparisons. The speaker discloses owning both Micron and Nvidia shares, with more Micron, so the confident tone should be read with that incentive in mind.

For readers, the useful test is contracted cash, not headlines. Watch deposits, take-or-pay coverage, delivery against the 61.5B guide, and whether Nvidia keeps flagging memory as its binding constraint. If those hold while Idaho capacity ramps, the valuation-gap case strengthens; if orders slip, cyclicality returns.

Sources

7 links; 3 of them also cited by 7 other stories. Stories sharing a link do not confirm each other; a source's origin is not inferred from how often it is cited.

micron · nvidia · hbm · ai chips · memory · valuation

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