Global GPU Supply Crisis Persists as AI Data Centers Drive Record Memory Shortages

OPA WIRE, Nov 7 (OPA) — The rapid expansion of artificial intelligence infrastructure has forced graphics processing unit makers to aggressively shift resources toward high-bandwidth memory production. According to a JP Morgan report, dynamic random access memory prices will rise by 400 percent between 2024 and the end of 2026. The Tom's Hardware chips tracker shows Nvidia's consumer GPU, the GeForce RTX 5090, currently retails for $4,920 above its $1,999 launch price from January 2025. Foreign markets face similar pressures, with Japanese gaming GPUs trading roughly 41 percent above American counterparts.

Industry executives warn that the manufacturing bottleneck will worsen before it stabilizes. SK Hynix CEO Kwak Noh-jung told Reuters in July that next year will mark the worst period in the industry's supply history. Micron CEO Sanjay Mehrotra stated during an earnings call that supplies will remain much tighter through calendar 2027 and 2028. Major manufacturers have already committed significant portions of their future output, with Micron selling 75 percent of its 2027 high-bandwidth memory production and Samsung locking in nearly 80 percent through extended contracts.

The underlying crisis stems from a manufacturing clash between traditional memory products and specialized high-bandwidth memory required for AI model training. High-bandwidth memory competes directly for wafer capacity with standard DRAM while commanding roughly 30 percent higher profit margins. Consequently, three dominant producers—Micron Technologies, Samsung Electronics, and SK Hynix—control approximately 90 percent of global DRAM production and have steadily pivoted away from consumer hardware to prioritize lucrative data center contracts.

While some industry figures anticipate potential price plateaus driven by prospective market entrants or alternative manufacturing surges late in the decade, executives remain largely unfazed. Nvidia head Jensen Huang dismissed surplus concerns during a CNBC interview, stating that the memory market continuously absorbs additional capacity. Production is projected to lag behind demand by at least 20 percent until 2030, leaving everyday consumers and the broader consumer electronics market facing prolonged component inflation.