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Margin Notes's avatar

Staying convicted. TurboQuant doesn’t kill demand, it creates new use cases. MU still filling only 50-67% of orders. HBM sold out through 2026. LG 🚀

Turbostream's avatar

Micron is one of the more analytically interesting semiconductor names right now because it sits at the intersection of two demand cycles with very different timing profiles: the structural AI memory buildout, which is long-duration and supply-constrained, and the consumer DRAM cycle, which is mean-reverting and currently working through a correction. The Monte Carlo simulation approach is appropriate here because MU's earnings are highly sensitive to DRAM and NAND pricing, which are themselves volatile and correlated to global capex cycles rather than company-specific fundamentals. The risk in any valuation that anchors to current HBM demand is that HBM margins are exceptionally high right now because supply is tight relative to the hyperscaler ramp. As Samsung and SK Hynix scale their HBM output through 2026, the pricing dynamic shifts and Micron's differentiated margin advantage compresses. The question the Monte Carlo should stress-test is what happens to the valuation range if HBM pricing normalizes 20 to 30% over the next 6 quarters, because that is the scenario the market seems to be partially pricing in already.

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