Every major AI buildout has multiple moving parts, but many operators are running into the same constraint. Demand for high-bandwidth memory (HBM) has outpaced what manufacturers can produce. That supply crunch is now spilling over into the conventional dynamic random access memory (DRAM) chip that every server depends on, and the numbers show how tight the market has become, resulting in shortages across industries. The Center for Strategic and International Studies found that 50% to 70% of all memory chips produced this year will be consumed by data centers. The U.S.

Amazon increases prices across Echo, Kindle, and Fire TV lineups as severe memory component shortages driven by AI infrastructure demand hit the consumer tech industry.

Global memory shortage to persist beyond 2026 as AI demand starves consumer tech. DRAM prices surged 172% in 2025 with further increases expected.

The global memory chip shortage is driving up consumer tech prices. We break down the AI-driven demand for HBM and how it affects DRAM and NAND supply.

AI companies’ need for a once obscure and affordable type of microchip threatens to drive up prices of all electronics—and limit data-center ambitions.

The global memory chip shortage is driving up consumer tech prices. We break down the AI-driven demand for HBM and how it affects DRAM and NAND supply.