AI boom drives PC component shortages, price rises

A shift in global manufacturing capacity towards AI data centre infrastructure is tightening supply of key PC components in Europe. Higher consumer prices are expected to start feeding through from the second quarter of 2026.

Component cost inflation is already moving through the European distribution channel, according to market intelligence firm Context. Further pressure is expected as the year progresses and pre-existing inventory works its way out of retail and distribution.

"Manufacturers are prioritising production for AI data centre infrastructure, redirecting capacity away from consumer grade memory and storage towards high bandwidth memory and advanced storage required for large scale AI workloads," said James Bates, Senior Retail Analyst at Context.

The shift is also creating a supply timing problem. New fabrication plants take more than two years to come online, and capacity is not keeping pace with demand in the interim, Context said. Bates also pointed to recent earnings statements from major storage vendors, where AI-related revenues have risen while inventories have remained tight.

"With new fabrication plants typically requiring more than two years to come online, supply is struggling to keep pace with demand. Recent earnings from major storage vendors underline the scale of the shift, with AI-driven revenues accelerating sharply and inventory remaining constrained well into 2026," Bates said.

Memory and SSDs

Context data shows steep rises in European component prices over a short period. It uses a price index set at 100, based on average component costs during July to September 2025. By December, the index had moved sharply higher across multiple markets.

RAM recorded the biggest increase, reaching index levels between 155 and 220 by December. That implies memory costs in some countries more than doubled within a single quarter.

Consumer solid-state drive prices also rose, with SSD pricing reaching index levels between 125 and 135. That equates to increases of 25% to 35% compared with summer 2025 levels.

The data suggests the cost pressure is not confined to one part of the bill of materials and that it varies across countries. Context did not identify which European markets sit at the top end of the index range, but described the move as broad-based across the region.

PC pricing

The impact is starting to show up in finished PC prices, although the pattern differs between desktops and notebooks. Desktop pricing has moved first in the European channel, with the average distributor sell price rising from €560 at the start of 2025 to €609 in the opening weeks of 2026, Context said.

Notebook pricing has moved in the opposite direction for now. The average distributor sell price fell from €768 to €728 over the same period, which Context linked to ongoing sell-through of inventory sourced before component prices rose.

That buffer is likely to be temporary. As older stock clears and new builds incorporate higher component costs, Context expects notebook prices to follow desktops upwards. It also expects tighter availability for certain configurations.

Constraints are not limited to memory and storage. Context expects emerging CPU availability challenges to add volatility from the second quarter onwards. That combination can limit how many configurations distributors and retailers can source at any given time and influence the discounting typically seen when supply is more plentiful.

Channel effects

Timing matters for the European channel. Many resellers and retailers entered 2026 with stock bought under earlier component pricing, delaying price rises for notebooks in particular. It has also created a period in which competitive pricing may not fully reflect current component market conditions.

Context expects that to change as refreshed inventory arrives. It sees the first quarter as a transition period, with pressure building as the year progresses.

"The first quarter of 2026 represents a narrow calm before the pressure really builds," Bates added. "Once legacy inventory is exhausted, higher component costs will be unavoidable. Retailers that secure stock early and clearly explain the value of upgrading now will be better positioned as pricing resets across the market."

Context provides market intelligence and analytics services for the technology industry and tracks more than £200 billion in annual technology sales transactions across its systems. It said its data is built from channel sales transactions and used for forecasting and analytics across multiple countries.