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Samsung pushes ahead in AI memory

Samsung Electronics has begun shipping samples of its HBM4E memory chips to global customers, moving faster than rivals in the race to supply the next generation of high-bandwidth memory for artificial intelligence servers.

The 12-layer HBM4E product delivers bandwidth of up to 3.6 terabytes per second per stack, with stable pin speeds of 14 gigabits per second and scalability to 16 gigabits per second. The chip is built using Samsung’s sixth-generation 10-nanometre-class DRAM process, known as 1c, and a 4-nanometre logic base die, combining memory manufacturing with advanced foundry technology.

The shipment marks a significant attempt by Samsung to regain momentum in a market dominated by SK Hynix, which has led supplies of high-bandwidth memory to major AI chipmakers. HBM, a stacked memory technology designed to move data at very high speed with lower power consumption, has become critical to AI accelerators used for training and running large language models.

Samsung’s HBM4E samples are more than 20 per cent faster than its HBM4 generation and offer higher capacity in a 48GB stack. The improvement is aimed at customers designing next-generation AI platforms, where memory bandwidth has become a key constraint as processors demand faster data access and higher energy efficiency.

The company’s move comes only months after it began shipping HBM4, narrowing a gap that had weighed on its semiconductor business. Samsung’s memory division had lost ground during the HBM3E cycle, when SK Hynix secured a leading position in supplying advanced memory for Nvidia’s AI processors. Micron has also expanded aggressively in the segment, turning HBM into one of the fastest-growing parts of its memory portfolio.

Investors responded positively to Samsung’s announcement, with its shares rising sharply after the shipment was disclosed. The market reaction reflected expectations that an earlier qualification window could help Samsung capture more orders as AI chip designers prepare platforms for 2027 and beyond.

The timing is important because customers usually take months to qualify HBM products before placing large-volume orders. Early sample shipments allow chipmakers and cloud computing customers to test performance, thermal behaviour, packaging compatibility and power efficiency before finalising supply arrangements. Winning qualification is often more important than announcing specifications, as AI hardware makers demand stable yields and predictable delivery at scale.

Samsung’s lead in sample shipments does not guarantee immediate commercial dominance. SK Hynix remains the strongest player in HBM by revenue share and has deep relationships with AI accelerator makers. Its existing position in HBM3E and HBM4 gives it an advantage in customer trust, yield learning and production allocation. Micron, meanwhile, has benefited from tight supply conditions and strong demand from data-centre customers seeking alternative suppliers.

Even so, Samsung’s HBM4E launch changes the competitive tone. The company has emphasised its ability to combine DRAM, logic base die design, advanced packaging and foundry production under one roof. That integrated model could become more valuable as HBM products become increasingly customised for AI processors. Future versions are expected to require closer cooperation between memory suppliers, foundries and chip designers.

The broader market backdrop remains favourable. AI server demand has pushed HBM from a specialised memory product into a strategic semiconductor category. Advanced GPUs and custom AI accelerators require multiple HBM stacks placed close to the processor, allowing large volumes of data to move quickly between compute engines and memory. As model sizes increase, customers are demanding more capacity, higher bandwidth and better power efficiency.

HBM supply remains constrained because production requires advanced wafer processing, through-silicon vias, precision stacking and sophisticated packaging. These technical hurdles make rapid capacity expansion difficult. Suppliers that can qualify earlier and produce reliably are likely to secure premium pricing and long-term supply contracts.

Samsung’s latest product is expected to be assessed for use in next-generation AI platforms from leading chip designers. Nvidia, AMD and major cloud companies are all working on systems that will require higher memory bandwidth and larger memory capacity. The shift towards rack-scale AI systems, liquid cooling and increasingly dense accelerator clusters is likely to intensify demand for HBM4 and HBM4E.

The competitive race is also reshaping capital spending across the memory industry. Samsung, SK Hynix and Micron are allocating more investment to advanced DRAM lines, packaging capacity and process technology. That shift could reduce the industry’s reliance on conventional memory cycles, though HBM still carries execution risks because qualification failures can delay revenue and leave capacity underused.

Samsung’s challenge is to convert early samples into customer approvals and volume orders. The company must prove that its HBM4E can meet performance claims under real operating conditions while maintaining yields high enough for mass production. Customers will also compare thermal management, power efficiency and packaging reliability against alternatives from SK Hynix and Micron.



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