Alibaba Cloud Needs 10x Its 2022 Compute Capacity, Says CEO Eddie Wu

Why It Matters

Alibaba’s aggressive capacity build positions it as China’s dominant AI‑cloud provider and could reshape competitive dynamics with U.S. hyperscalers, while Tencent’s cautious approach underscores ongoing hardware constraints in the region.

Key Takeaways

• Alibaba Cloud revenue hit $6.0 bn, up 38% YoY
• AI services generated $1.3 bn, 30% of external cloud revenue
• Company plans 10x data‑center capacity versus 2022 baseline
• Custom T‑Head AI chips mass‑produced, serving 60% external demand
• Tencent retains GPUs for internal use, postponing external AI cloud growth

Pulse Analysis

Alibaba Cloud’s ten‑fold data‑center expansion reflects a broader shift in China toward AI‑centric cloud services. The company’s Q4 FY2026 results showed a 38% revenue jump to $6.0 billion, fueled largely by AI workloads that now account for roughly a third of external cloud income. As AI models become more compute‑intensive, Alibaba is leveraging both capex and opex to acquire additional capacity, a strategy that mirrors the aggressive build‑out seen at U.S. hyperscalers but with a distinct focus on domestic chip autonomy. This move not only addresses the current scarcity of GPUs and memory but also positions Alibaba to capture a larger share of the rapidly growing AI cloud market.

A key differentiator for Alibaba is its in‑house T‑Head AI chip portfolio, which has entered mass production and now powers 60% of the company’s external compute demand. The custom silicon reduces reliance on external suppliers and improves pricing power, enabling the firm to offset the more than 100% cost inflation in server deployment. With EBITA climbing to $550 million—a 57% YoY rise—and net cash of $59 billion after debt adjustments, Alibaba has the financial runway to sustain high‑margin growth. Analysts expect gross margins to improve noticeably within the next two quarters as AI services command premium pricing and benefit from the economies of scale generated by the expanded infrastructure.

Tencent’s approach provides a counterpoint, as the firm continues to allocate the majority of its GPU inventory to internal initiatives such as its Hunyuan foundation model. While this internal focus supports long‑term product development, it delays the monetization of external AI cloud demand, leaving a gap that Alibaba aims to fill. Tencent’s capex rose 16% YoY to $4.69 billion, and the company anticipates greater GPU availability as China‑designed ASICs roll out. The divergent strategies highlight a pivotal moment for China’s cloud sector: providers that can secure and scale AI‑specific hardware will likely dominate the next wave of cloud revenue, while those constrained by supply may lag behind in capturing external market share.