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Memory Reallocation to AI Workloads Constrains LPDDR4 Supply, Slowing High-end Cellular IoT Module Growth

What happened

Memory manufacturers are reallocating wafer capacity from legacy LPDDR4 to high-bandwidth memory (HBM) for AI workloads, constraining LPDDR4 supply. This supply shift is raising costs and slowing the adoption of high-end cellular IoT modules that rely on LPDDR4. Bullish: Supply constraints for legacy LPDDR4 are expected to tighten, supporting price stability or increases.

Impact and signal

High impactImpact score: 70/100

Affected components and suppliers

LPDDR4HBM
capacity-shiftsupply-constraintcost-increase

Source and time

Source: EE Times Asia · 4/15/2026 · View original source

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