MLC NAND capacity to decline over 40% in 2026

Global MLC NAND capacity is projected to drop more than 40% year-over-year in 2026, as TLC and QLC SSDs gain dominance. This shift is driven by increasing demand from AI workloads. The change marks MLC's retreat to niche markets.

The solid-state drive (SSD) industry is undergoing a significant transformation, with multi-level cell (MLC) NAND technology fading into niche applications. According to recent analysis, TLC and QLC SSDs are set to become the dominant technologies, fueled by the ravenous appetite of AI applications for NAND storage.

Global MLC NAND capacity will decline over 40% year-over-year in 2026, reflecting broader trends in storage demands. As AI workloads proliferate, higher-density options like TLC (triple-level cell) and QLC (quad-level cell) are better suited to meet the needs for cost-effective, high-capacity storage. MLC, once a staple, is increasingly relegated to specialized uses where its balance of performance and endurance is still valued.

This evolution underscores the rapid pace of innovation in NAND flash memory. While PLC (penta-level cell) technology is on the horizon, it is unlikely to emerge until the era of petabyte-scale SSDs arrives. The focus on AI-driven demand highlights how computational advancements are reshaping hardware priorities, pushing manufacturers toward denser, more affordable solutions.

Experts note that this transition will influence data center designs and consumer electronics alike, ensuring scalability for machine learning tasks. The projections stem from industry forecasts, emphasizing the need for adaptable storage strategies in an AI-centric future.

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Empty store shelves for RAM, GPUs, SSDs, and hard drives amid AI-driven shortages, with shocked customers and inflated price tags.
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RAM shortage expands to GPUs, SSDs and hard drives

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The RAM shortage driven by Big Tech's AI demands—which has already raised PC prices, curbed AI PC hype, and prompted OEM adjustments—continues reshaping the industry into 2026. Price spikes for standalone DDR5 RAM kits hit 300 to 400 percent by late 2025, with effects now rippling to graphics cards, high-capacity SSDs, and even traditional hard drives as supplies tighten.

The surging appetite for AI storage is quietly upending the NAND market, pushing SSD prices toward a new, higher baseline. Analysts predict that the adoption of higher-layer NAND and QLC technologies will hinder supply growth, leading to irreversible price increases.

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Micron has unveiled the 3610 NVMe SSD, described as the world's first Gen5 drive featuring QLC storage. This new product offers sequential read speeds up to 11,000 MB/s and comes in an ultra-thin form factor. The announcement follows Micron's recent decision to discontinue its Crucial brand.

Prices for large external SSDs have dropped below those for internal drives, diminishing the appeal of 4TB SATA SSDs. TechRadar reports that rapid convergence in external and NVMe storage costs is eroding the once-significant cost advantage of SATA SSDs. This shift signals potential obsolescence for traditional internal storage options.

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Kioxia has introduced a new SSD designed for high-performance AI applications. The drive aims to deliver millions of IOPS to GPUs and potentially overcome AI memory constraints.

라스베이거스에서 열린 CES 2026을 앞두고 LG전자, 현대자동차그룹, 삼성전자 등 한국 주요 기술 기업들이 AI 중심의 신제품과 비전을 발표했다. 이들은 AI를 일상생활과 산업에 통합하는 'AI in Action'과 'Physical AI' 같은 전략을 제시하며 로봇, 노트북, 메모리 등 다양한 분야에서 진전을 보였다. 행사는 AI가 화면을 넘어 실생활로 확장되는 미래를 강조했다.

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During its Q1 2026 earnings call, HP executives revealed that RAM now represents 35 percent of the company's PC costs, up from 15 to 18 percent last quarter. The surge is attributed to AI-driven demand straining memory supplies. HP anticipates further price volatility and plans to raise PC prices in response.

 

 

 

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