HBM demand shifts: low-stack inference plans shelved, Rubin to go 12-high only

BenBajarin · x · 2026-10-26

Per Daishin Securities, CSPs and AI labs have shelved plans for 4-high/6-high HBM in low-end inference products, with 8-high again the minimum stack. NVIDIA's Rubin reportedly dropped the 8-high option from its planned 8/12-high mix amid base-die supply constraints and customers prioritizing bandwidth; multiple Rubin Ultra variants (2027) are in tape-out. Ben Bajarin adds that 8/12-high remains for training SKUs (a shrinking share) while 4-6-high suits inference.

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