🧠 Food for thought

Implications, context, and why it matters.

Capacity reallocation drives structural shortages through 2027

• Chipmakers are moving wafers from consumer dynamic random-access memory (DRAM) or NAND flash to High Bandwidth Memory (HBM) for servers 1. HBM for AI GPUs cuts supply for smartphones, personal computers (PCs), or other devices 1.
• Taiwan Semiconductor Manufacturing Co. (TSMC) expects about 130,000 CoWoS wafers per month by end-2026 2. Demand for advanced-node wafers runs at roughly three times supply, with CoWoS oversubscribed through at least 2026 3. NVIDIA locked more than 60% of CoWoS slots for 2025–2026 2.
• Industry leaders call this bottleneck structural and tied to the AI infrastructure build-out 3. IDC (International Data Corporation) pegs 2026 supply growth at 16% for DRAM and 17% for NAND, which trails history, while AI servers pack far more memory per system 1.
• New fabrication plants and packaging lines need 12–24 months to move supply, so relief looks unlikely before 2027 3. Samsung guides to high-teens to low-20% HBM price increases in 2026 contracts 3. Conventional DRAM contract prices jumped 55–60% quarter over quarter in Q1 2026 4.

NAND shortages drive SSD price spikes and open a window for storage optimization software

• Client solid-state drive (SSD) contract prices are set to climb at least 40% quarter over quarter in Q1 2026 as NAND makers favor data centers 5. Enterprise SSDs look set to become the largest NAND application in 2026 5. Executives report 2026 NAND output already sold out, with prices more than doubling since February 2025 6.
• Cloud providers and enterprises face a pricing shock through 2027 as NAND output shifts away from client storage 6. That boosts demand for data lifecycle management (policies that archive or delete stale data), tiering solutions (moving cold data to cheaper storage), or compression tools (reducing data size) that cut capacity needs.
• Buyers now pay premiums or switch channels to secure priority access 5. That signals willingness to back alternatives. Storage software vendors can reach Information Technology (IT) budget owners seeing 33–38% quarterly NAND contract price increases 4 by proving return on investment (ROI) through lower capacity needs or deferred hardware refresh cycles.