When it comes to the global arms race for AI infrastructure, ByteDance is not messing around. The TikTok parent company is preparing to drop about 100 billion yuan—roughly $14 billion—on Nvidia Corp. (NVDA) chips in 2026, according to a Wednesday report from SCMP.

That's a meaningful jump from the approximately 85 billion yuan ByteDance spent this year, and it reflects just how aggressively China's internet giants are pushing into artificial intelligence. The spending surge isn't just about keeping up with competitors. ByteDance needs serious computing firepower to support everything from TikTok and Douyin to its Volcano Engine cloud platform and various large language models.

Some reports suggest the company's total AI investment could balloon to as much as 160 billion yuan by 2026, which would make this one of the most ambitious AI buildouts in the industry.

Building Chips In-House While Buying From Nvidia

Here's where it gets interesting: ByteDance isn't just buying chips—it's also making them. The company, which carries a private valuation approaching $500 billion, has an internal semiconductor unit that recently completed the tape-out of a new processor designed to compete with Nvidia's H20 chip for the Chinese market. The goal is to offer a more cost-efficient option, which makes sense when you're spending tens of billions on computing infrastructure.

ByteDance is also pouring money into memory technologies, including high-bandwidth memory, as it tries to build a more vertically integrated AI stack. It's the classic make-and-buy strategy: develop your own chips to reduce costs and dependency, but keep ordering from Nvidia because you need cutting-edge performance right now.

Nvidia Rides The China Wave Despite Policy Drama

Meanwhile, Nvidia is eyeing expanded production of its H200 AI chips to meet surging Chinese demand. President Donald Trump recently said the U.S. would allow Nvidia to sell H200 processors to China, though companies would need to pay a 25% fee on each shipment. It's an unusual arrangement that adds cost but keeps the door open for American chip exports.

Both Alibaba Group Holding Ltd. (BABA) and ByteDance have reportedly approached Nvidia about placing substantial H200 orders, though Beijing hasn't formally approved any imports yet. The situation remains fluid, with regulatory uncertainty on both sides of the Pacific.

Bank of America Securities analyst Vivek Arya continues to call Nvidia his top AI pick, arguing the company maintains at least a one-generation lead in AI computing. But he also warned that China-related uncertainty could create headwinds as Nvidia navigates evolving U.S. export restrictions.

For context, Nvidia became the first company to hit a $4.5 trillion market value in October, propelled by relentless global demand for its GPUs. The ByteDance spending plans underscore why: everyone needs more chips, and they need them yesterday.

NVDA Price Action: Nvidia shares traded down 0.48% at $186.64 during premarket trading on Wednesday.