By The Numbers

  • $33.5 billion : Micron’s Q3 2026 revenue guidance, a new company record
  • 81% : Projected gross margin for Q3, up sharply from a year ago
  • $19.15 : Q3 diluted EPS guidance, well above the analyst consensus
  • 30% : Increase in Micron’s quarterly dividend, to $0.15 per share, payable April 15
  • $25 billion+ : Capital expenditure budget for fiscal 2026 to expand AI memory manufacturing

Every AI model you’ve heard about runs on memory. GPT. Grok. Gemini. Llama. Every single one. And right now, the company supplying the most critical type of that memory just posted the best quarter in its history and told investors to expect even bigger numbers ahead.

Micron Technology (MU) is trending on X today. Not because of a rumor. Not because of a meme. Because of numbers that are genuinely hard to argue with.

Q2 fiscal 2026 came in as a record across the board: revenue, gross margin, earnings per share, and free cash flow all hit all-time highs. Then guidance landed at $33.5 billion for Q3. Wall Street’s consensus was nowhere near that number.

What HBM4 Actually Means
Think of regular memory like a highway with four lanes. HBM4 is more like a hundred lanes running in parallel, right next to the processor. That matters a lot when you’re running an AI model that needs to move billions of data points every second.

Micron just started volume shipments of its HBM4 product. The chip is a 36GB, 12-high configuration built specifically for NVIDIA’s Vera Rubin platform. NVIDIA’s next major GPU generation. Micron is one of only three companies in the world that even makes HBM. The other two are Samsung and SK Hynix.

Hold on. Let me stop here. This is not a commodity play. When NVIDIA designs its next chip platform, it builds around a specific memory supplier’s roadmap. Micron is now on that roadmap. That’s a multi-year revenue lock-in, not a single contract win.

The Supply Side Is Getting Tighter
Memory markets are cyclical. The industry spent most of 2023 and 2024 in oversupply, which crushed prices and squeezed margins. That cycle turned. DRAM and NAND prices are rising again, and the reason is straightforward: AI data centers consume memory at a pace that commodity production wasn’t built to handle.

Micron is investing $25 billion in capital expenditures this fiscal year to catch up. New cleanroom facilities are being built in the U.S., supported by CHIPS Act funding. That positions the company as domestic AI infrastructure, which carries real political protection in a world obsessed with supply chain security.

It’s kinda like the only toll booth on a highway that every truck has to use. The trucks aren’t stopping. You just build more lanes.

“The AI buildout doesn’t pause. Every new data center needs memory. Every new GPU needs HBM. Micron is positioned at the bottleneck of the most important technology build of the decade.”

What the Bear Case Actually Looks Like
You don’t have to trust me. Trust the math. But also read this part.

Memory is still a cyclical business at its core. If AI spending by hyperscalers slows, if NVIDIA hits a demand air pocket, or if Samsung floods the market with supply, prices come down and margins compress. That’s the history of this industry and it hasn’t been repealed.

Tariff risk is real too. Micron manufactures in Asia and sells globally. Any escalation in trade policy, specifically around semiconductors, could disrupt supply chains or add costs that are hard to pass through.

The bull case doesn’t mean those risks don’t exist. It means the demand cycle right now is structurally different from prior cycles. AI isn’t a one-quarter inventory build. It’s a multi-year infrastructure buildout with no real end date in sight.

Bottom Line
Micron trades at a fraction of the multiples carried by other AI infrastructure names. The market still prices it like a commodity memory company. The last two earnings reports suggest it isn’t one anymore.

Q3 guidance of $33.5 billion, an 81% gross margin, and $19.15 in diluted EPS represents a company firing on every cylinder at once. Most Wall Street analysts now rate MU a Buy, and a wave of price target upgrades has followed the Q2 report. The consensus target implies meaningful upside from current levels.

The 30% dividend hike payable April 15 is not something a management team does when they’re nervous about the outlook.

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Source: Money Morning