#high-bandwidth-memory-alternatives

#high-bandwidth-memory-alternatives

Rising RAM prices have made upgrading your PC more expensive. Virtual RAM is a less expensive way of boosting an older computer's performance, but it has limited use cases because it can't match the speed of physical RAM.

Samsung has reportedly swapped out its homemade OLED panels in some mid-range models for the Chinese CSOT-made OLEDs, aiming to reduce overall costs and avoid raising consumer prices.

Both work with Linux's existing swapping mechanism. Swapping (called paging in Windows) is a way for the kernel to handle running low on available RAM. It chooses pages of memory that aren't in use right now and copies them to disk, then those blocks can be marked as free and reused for something else.

After Google released its TurboQuant compression algorithm, which can purportedly drastically reduce the amount of memory required for certain AI workflows, stock prices for memory manufacturers dropped significantly.

The company has developed 16 gigabit LPDDR6 chips that will be used in smartphones and tablets with on-device AI. Bandwidth-hungry AI tasks will see a 33% speed-up in data processing compared to LPDDR5X. The new RAM has a base operating speed of 10.7Gbps.

On paper, Positron's next-gen Asimov accelerators, no doubt named for the beloved science fiction author, don't look like much of a match for Nvidia's Rubin GPUs. Yet, the Arm-backed AI startup boasts its inference chip will churn out five times as many tokens per dollar while using one-fifth the power of Nvidia's latest accelerators to do it. Those are certainly some bold claims, which the company contends are possible because the chip was designed to support large-scale inference workloads.

DRAM contract prices are now expected to rise around 90 to 95 percent quarter-over-quarter. NAND flash similarly sees a huge jump, with expected prices ballooning by 55 to 60 percent compared to Q4 2025. Specifically, PC DRAM prices could more than double even from their elevated positions late last year. This will invariably result in overall price increases across all product categories, though varying in significance depending on component costs.

AMD clarified those estimates are based on a comparison between an eight-GPU MI300X node and an MI500 rack system with an unspecified number of GPUs. The math works out to eight MI300Xs that are 1000x less powerful than X-number of MI500Xs. And since we know essentially nothing about the chip besides that it'll ship in 2027, pair TSMC's 2nm process tech with AMD's CDNA 6 compute architecture, and use HBM4e memory, we can't even begin to estimate what that 1000x claim actually means.

Modern Linux is powerful, flexible, stable, and secure. With the exception of some of the more lightweight Linux distributions, it's also far more resource-dependent (just like all modern operating systems). Also: 5 things to consider before leaping from one Linux distribution to another Consider this: The minimum system requirements for Ubuntu Desktop today include just 4GB of RAM. I've run Ubuntu on a virtual machine with only 3GB of RAM.

AI-driven memory and storage price hikes have been the defining feature of the PC industry in 2026, and hobbyists have been hit the hardest-companies like Apple with lots of buying power have been able to limit the price increases for their PCs, phones, and other gadgets so far, but smaller outfits like Valve and Raspberry Pi haven't been so lucky.

The Xeon 600 lineup spans the gamut between 12 and 86 performance cores (no cut-down efficiency cores here), with support for between four and eight channels of DDR5 and 80 to 128 lanes of PCIe 5.0 connectivity. Compared to its aging W-3500-series chips, Intel is claiming a 9 percent uplift in single threaded workloads and up to 61 percent higher performance in multithreaded jobs, thanks in no small part to an additional 22 processor cores this generation.

RAM prices have surged dramatically in recent months, with manufacturers including Kingston, Micron, and Samsung raising prices by an average of 63 percent between September and December 2025 for the most common capacities - 16 GB, 32 GB, 64 GB, and 128 GB modules sold in Europe, according to distribution market data compiled by analyst Context.

Global PC shipments rose by 9.6% in the fourth quarter of 2025, according to IDC's latest Worldwide Quarterly Personal Computing Device Tracker, however, it is unlikely those increases will continue, due in part to a pending memory shortage that will impact both enterprise and consumer markets. IDC stated in a release that it expects that the PC market will be far different in 12 months, given how quickly the memory situation is evolving.

Memory shortages will likely stunt PC shipments in 2026, as available supplies will not be able to meet demand thanks to memory makers chasing the lucrative AI infrastructure market instead. Overall PC market performance in 2025 was healthy, according to research biz Omdia, but it notes that memory and storage supply was already tightening, with associated upward price pressure emerging around the middle of last year.