Consumer Tech

AI Memory Costs Now Set Your Device Budget

DRAM and NAND could climb about 130 percent in 2026, lifting PC prices near 17 percent and phones near 13 percent. The AI data center is now in your hardware refresh line.

Consumer TechBy Servola Tech Desk2026-07-093 min read

AI-assisted, edited by humans. | Editor-in-Chief: Leon Soliman | Editorial standards

AI Memory Costs Now Set Your Device Budget

Key takeaways

Gartner expects surging memory costs to cut 2026 global PC shipments by 10.4 percent and smartphone shipments by 8.4 percent, and analysts see combined DRAM and NAND prices rising as much as 130 percent this year, so a refresh you delay to the fourth quarter buys less machine for the same euro.
The cause is not a factory fire but a reallocation: making the high-bandwidth memory that AI accelerators need consumes several bits of normal DRAM capacity for each bit produced, so the memory left for phones and laptops is scarcer and dearer.
The price on the shelf may not move at all, because brands are holding price points and cutting the spec instead, shipping 8GB where 16GB used to sit or a dimmer panel, so judge a 2026 device on its configuration, not its sticker.
Relief waits on new fabrication capacity that lands in 2027 at the earliest, so the operator move is timing and spec discipline now, not waiting for a price drop this cycle will not deliver.

The number on the invoice

Gartner expects the memory surge to reduce global PC shipments by 10.4 percent and smartphone shipments by 8.4 percent in 2026, a rare case of prices, not demand, doing the cutting. TrendForce and Counterpoint put combined DRAM and NAND increases as high as 130 percent across the year, which feeds through to roughly 17 percent on PC prices and 13 percent on smartphones against 2025. Contract DRAM is still climbing 13 to 18 percent quarter over quarter into the third quarter of 2026, a slowdown only against the near 60 percent jump of the second quarter.

What began as a data center capital expenditure line has crossed onto the invoice for ordinary hardware. Every laptop, handset, and server a European business buys this year carries the same memory market inside it, and the refresh cycle that used to be a routine budget item is now a timing decision.

Why memory left your phone for a data center

High-bandwidth memory is the bottleneck. The stacked HBM that sits beside an AI accelerator is so process-intensive to build that each bit produced forgoes several bits of the conventional DRAM and NAND that phones and PCs rely on. With AI data center demand outrunning supply, fabs have pointed their best capacity at HBM, and the memory left over for consumer devices is both scarcer and more expensive.

The squeeze reaches handsets through low-power DRAM, where the same reallocation lifts the cost of every gigabyte a phone ships with. This is not a shortage of will or of factories. It is the same wafers being spent on a more profitable product, which is why the shortage behaves like a reallocation and not a temporary outage.

Shrinkflation is the part you will not see

Brands would rather protect a price point than raise it, so the adjustment is arriving as less machine for the same money. TrendForce and reporting from the notebook supply chain describe vendors downgrading specifications, an entry laptop shipping 8GB of RAM where 16GB was standard, a phone with a dimmer display or a lower storage tier, a quiet trim to the bill of materials that the sticker never mentions.

The practical defense is to buy on configuration rather than price. A 2026 device at last year's price is very likely a slower device, so the specification a business standardizes on this year matters more than the discount it negotiates. Read the memory and storage line before the badge.

What to do before the fourth quarter

Pull forward the refreshes you know are coming and lock configurations and quotes now, before the spec you want is trimmed to hold a price. Standardize on the higher memory tier while it is still offered, because the 16GB baseline that looks generous today is the one most likely to be cut. For a fleet of a few hundred machines the difference between acting in July and waiting until October is a real line, not a rounding error.

The same constraint reaches on-premise servers, where HBM and enterprise DRAM compete for the identical capacity, so server memory should be budgeted and ordered early rather than assumed available. Timing and spec discipline are the levers this cycle gives an operator. Waiting for a lower price is not one of them.

Frequently asked questions

Why are phone and laptop prices rising in 2026?

Memory. The AI build-out has pulled fabrication capacity toward high-bandwidth memory for accelerators, leaving conventional DRAM and NAND scarcer and dearer. Analysts see combined memory prices up as much as 130 percent this year, which lifts device costs even where the rest of the hardware is unchanged.

Will memory prices fall soon?

Not this cycle. Contract DRAM is still rising 13 to 18 percent quarter over quarter into the third quarter of 2026, and meaningful new fabrication capacity is not expected before 2027. The trend is cooling, not reversing.

What is shrinkflation in devices?

Keeping the price and cutting the product. Instead of raising the sticker, a vendor ships less: 8GB of RAM instead of 16GB, a smaller storage tier, a dimmer screen. The buyer pays the same and receives less machine, which is why a 2026 device should be judged on its configuration rather than its price.

The AI build-out was supposed to be a data center story. It has arrived on the invoice for every laptop, phone, and server a business buys this year. Treat the 2026 refresh as a timing decision, buy on configuration rather than price, and lock the memory tier you want before the market quietly takes it back.

DRAMMemory pricesHBMConsumer hardwareGartnerProcurement

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← All articles

AI Memory Costs Now Set Your Device Budget

The number on the invoice

Why memory left your phone for a data center

Shrinkflation is the part you will not see

What to do before the fourth quarter

Frequently asked questions

This Console Generation Will Not Get Cheaper

The Cheap Phone Is Disappearing From Europe

The EA Buyout Now Hinges on Brussels

The Operator Brief