Huawei is gaining fresh ground in the global artificial intelligence race, with two of China’s biggest technology companies (Alibaba and ByteDance) now preparing to place orders for its latest AI chip.
Sources familiar with the matter told Reuters that customer testing of Huawei’s new 950PR chip has been successful, prompting both companies to move toward procurement. The development marks a significant turning point for the Shenzhen-based firm, which has long struggled to convince private-sector players to adopt its semiconductor technology at scale.
A Long-Awaited Breakthrough
For years, Huawei’s ambitions in AI chips faced a critical hurdle marked by limited adoption beyond state-backed entities. Its earlier flagship processor, the Ascend 910C, saw only modest uptake among private firms despite government encouragement to use domestic alternatives.
The 950PR represents a meaningful improvement, not necessarily in raw computing power, but in usability. The chip is more compatible with Nvidia’s widely used CUDA software ecosystem and delivers faster response speeds, making it more practical for real-world applications.
This shift matters. For developers and companies already embedded in Nvidia’s ecosystem, compatibility has been one of the biggest barriers to switching. By addressing this, Huawei has made its chips far more attractive.
Riding the Wave of U.S. Restrictions
Huawei’s progress is also closely tied to geopolitics. U.S. export restrictions on advanced chips have limited Chinese companies’ access to Nvidia’s most powerful hardware, creating a gap in the market.
Now, Huawei is stepping into that gap. The company plans to ship around 750,000 units of the 950PR this year, with mass production ramping up and deliveries expected later in 2026.
Pricing reflects a bid to compete aggressively, with different versions of the chip targeting varying performance needs. This positions Huawei as a viable domestic alternative at a time when Chinese firms are under pressure to localise their supply chains.
A Shift in AI Priorities
Interestingly, the appeal of the 950PR is not just about availability but also about timing. The chip is particularly strong in “inference” tasks, which involve running AI models in real-world applications rather than training them from scratch. This aligns with a broader industry shift, as companies move from building models to deploying them at scale.
For firms like Alibaba and ByteDance, which operate massive consumer platforms, inference performance is increasingly critical. Whether it is recommendation engines, chatbots, or content moderation systems, efficiency at scale matters more than peak training power.
Still Playing Catch-Up to Nvidia
Despite the momentum, Huawei is not yet on equal footing with Nvidia. Industry analysts have consistently noted that Chinese chips still lag behind their American counterparts in high-end performance, particularly for training large AI models.
However, the gap may be less decisive than it once was. As companies prioritise deployment over experimentation, the need for cutting-edge training hardware could diminish relative to cost, availability, and ecosystem compatibility.
A Strategic Inflection Point
The willingness of Alibaba and ByteDance to embrace Huawei’s latest chip signals more than just a commercial deal; it reflects a broader strategic shift within China’s tech industry.
Faced with external constraints and growing domestic capabilities, companies are increasingly turning inward. Huawei, once seen as a secondary option, is now becoming a central player in that transition.
If these early orders translate into sustained adoption, the implications could be far-reaching, not just for Huawei but for the global balance of power in artificial intelligence hardware.
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