Skip to content
Artificial Intelligence

China Is So Desperate for AI Memory That It’s Producing Chips With a 70% Failure Rate

The country’s largest DRAM maker is expected to push ahead with limited production of advanced memory chips in the next two months.
By

Reading time 2 minutes

The AI-fueled global memory shortage is hitting China particularly hard.

So much so that the country’s largest maker of dynamic random-access memory (DRAM) is pushing ahead with plans to produce advanced memory chips despite extremely low manufacturing yields.

Reuters reports, citing unnamed sources, that ChangXin Memory Technologies (CXMT) plans to begin limited production of HBM3E chips within the next two months.

HBM3E is an advanced type of high-bandwidth memory (HBM) used alongside AI processors. The technology stacks memory chips vertically, allowing them to transfer large amounts of data at high speeds. But these chips are difficult and expensive to manufacture.

CXMT has already sent samples to several Chinese AI chip designers, according to Reuters. However, only about 20% to 30% of the chips it produces meet specifications and are usable.

By comparison, South Korea’s SK Hynix, the global HBM market leader, reportedly has yields of around 70%. That means CXMT must discard or rework most of the chips it produces, driving up manufacturing costs and limiting supply.

And CXMT is still behind its foreign rivals in performance. Its HBM3E chips reportedly perform closer to SK Hynix’s older HBM3 chips than its HBM3E products. Meanwhile, Samsung has already expanded sales of its more advanced HBM4 chips and shipped samples of its next-generation HBM4E chips.

These memory chips are critical to the powerful AI processors used to train and run advanced AI models.

The AI boom has sent demand for memory soaring as tech companies pour billions into new data centers. Tom’s Hardware reported earlier this year that huge data center projects like OpenAI’s Stargate are calling for hundreds of thousands more DRAM wafers per month, amounting to roughly 40% of global DRAM output.

In response, memory makers have increasingly prioritized data center customers. Bloomberg reports that SK Hynix, Samsung, Japan’s Kioxia Holdings and CXMT have a combined market value of more than $2 trillion and supply memory and storage components that account for roughly a third of major tech companies’ data-center spending.

Meanwhile, China also faces U.S. export restrictions.

Washington has restricted China’s access to advanced memory chips and chipmaking equipment as the two countries compete to lead in AI, which is seen increasingly as critical to national and economic security.

The restrictions have made it harder for Chinese chipmakers to get the advanced memory they need. Some have turned to expensive unofficial suppliers, according to Reuters.

Still, China’s government is pushing the development of homegrown alternatives to Nvidia’s processors. That effort requires a strong domestic supply of advanced memory chips, which helps explain why CXMT is pressing ahead despite its low yields.

CXMT did not immediately respond to a request for comment.

Explore more on these topics

Share this story

Sign up for our newsletters

Subscribe and interact with our community, get up to date with our customised Newsletters and much more.