Supply Chain Threatens the Rise of AI PC in 2026
Massive-scale AI infrastructure deployments are driving skyrocketing PC prices
Memory manufacturers continue to shift their capex investments toward expanding high-bandwidth memory (HBM) production capacity in support of rampant AI server demand. At the same time, demand for more commoditized dynamic random access memory (DRAM), such as DDR5 and LPDDR5X, is also growing but at a slower rate relative to HBM demand. The combination is driving a supply-and-demand imbalance in the DRAM market, leading to higher prices.
In the below TBR Insights Live session, Principal Analyst Angela Lambert and Senior Analyst Ben Carbonneau share insights into how rising memory prices and Windows PC ecosystem investments will impact PC refresh and the adoption of AI PCs in 2026 and beyond.

This TBR Insights Live session is available on demand on our YouTube channel. Visit this link to download the presentation’s slide deck.
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TBR Insights Live sessions are held typically on Thursdays at 1 p.m. ET and include a 15-minute Q&A session following the main presentation. Previous sessions can be viewed anytime on TBR’s Webinar Portal.






