Baidu says the quiet part out loud – you can’t build AI infrastructure, so clouds can cash in

Off-Prem

CFO says GPU rentals are ‘structurally higher margin than CPU cloud’

Chinese web giant Baidu has told investors its rare ability to build and operate AI infrastructure at scale represents a new high-margin business that its customers can’t avoid.Speaking on the company’s Q1 2026 earnings call, CEO, chairman and co-founder Yanhong Li said GPU cloud revenue increased by 184 percent year-over-year which represented “growth well above the broader market.”CFO Haijian He said that Baidu’s GPU cloud “is structurally higher margin than traditional CPU cloud, driven by stronger demand, tighter supply chain, higher technical barriers and pricing power.” He added his view that AI applications are “naturally high-margin business, driven by sticky and subscription-based models and operating leverage over time.”

Dou Shen, the president of Baidu’s AI Cloud Group, remarked “While high-quality supply is relatively tight, customers prioritize proven stability and availability, not just cost.”

“For enterprises, it's not only about the peak chip performance,” he said. “What matters more is the stability at scale, compatibility with mainstream models and frameworks, migration costs and friction, support for a large-scale cluster deployment and ultimately, cost efficiency.”He thinks the AI market will "increasingly consolidate around players who can deliver on all of these dimensions” and thinks Baidu is nailing them.“We have seen remarkably strong enterprise demand for AI infrastructure, both training as well as inference,” he said. “Inference is showing particularly strong momentum, which is a pretty healthy signal. It tells us that customers have moved beyond training models and are now running AI across more parts of their business at an accelerating pace.”That Baidu creates its own Kunlunxin AI chips means he thinks the company will emerge in a strong position.“Our Kunlunxin AI chips and full stack AI capabilities give us more room to optimize costs and continued improvement in our customer mix further supports margin expansion,” he said.