High-Performance Memory Shortage Forces Nvidia to Prioritize AI GPUs

Nvidia is reportedly planning to reduce production of its GeForce RTX 50 series graphics cards by 30 to 40 percent in the first half of 2026 (H1 2026), according to industry sources. The move comes amid a global shortage of high-performance memory, particularly GDDR6 and GDDR7 RAM, which is essential for modern GPUs.

The GeForce RTX 5070 Ti and the 16GB variant of the RTX 5060 Ti are said to be the first models affected by the reduction in supply. Production adjustments have been reportedly instructed to Nvidia’s suppliers, although the company has not officially confirmed the scale of cuts or any potential price increases for consumer products.

Industry experts have indicated that the global RAM shortage has been intensified by the rapid expansion of AI data centers. These facilities, operated by companies including Google, Microsoft, Amazon, Meta, and others, are consuming enormous volumes of high-performance memory to train and run advanced artificial intelligence models. The memory demands of such centers often surpass those of millions of consumer GPUs, forcing manufacturers to prioritize enterprise and AI-focused products that generate higher profit margins.

The RTX 50 series, based on Nvidia’s Blackwell chipset, comprises mid-tier models such as the RTX 5060 Ti and RTX 5070 Ti, as well as higher-end variants including the RTX 5080 and RTX 5090. Analysts suggest that production cuts may be targeted primarily at mid-range consumer models, while high-end and enterprise-focused GPUs may continue to receive preferential memory allocation.

Memory suppliers such as Samsung, SK Hynix, and Micron have publicly noted strong demand from AI accelerators, reshaping production planning across the industry. As a result, capacity that would typically be used for consumer graphics cards has been redirected toward AI and enterprise applications.

Nvidia’s planned adjustments are seen as a strategic response to the current market conditions and supply constraints. While the company has not officially announced production changes or price revisions, industry sources suggest that consumers may face limited availability and potentially higher prices for certain RTX 50 series models in early 2026.