Alibaba Cloud says rising margins on its AI services mean new hardware can pay for itself faster than previously expected, and it plans to lean more heavily on its own chips rather than commercially bought Western ones to widen those margins further. The shift matters because it signals both growing confidence in AI as Alibaba's main growth driver, at a time when its core e-commerce business is slowing, and a deepening move by a major Chinese cloud provider away from Western silicon.

CFO Toby Xu said servers run for five years and typically pay back costs within three, but AI-specific gear could shorten that payback period to 2.5 years, or even two years with reduced capital spending. Alibaba spent $10 billion on infrastructure last quarter, 75% more than a year earlier, while over 650 external customers now use cloud resources built on its own chips, still far behind AWS's 120,000-plus Graviton users. AI-driven cloud revenue grew 45% to $7.14 billion, well behind e-commerce's $30.34 billion (up just 4%) and still trailing AWS, Microsoft and Google, though Alibaba expects cloud revenue to hit around $10 billion next quarter; growth abroad remains constrained by Western government restrictions on Chinese cloud services.