Alibaba Group Holding Limited

AI + Cloud momentum is accelerating (core upside): - Group total revenue +9% YoY to RMB 269bn; management emphasizes AI commercialization as the “most certain growth engine.” - Alibaba Cloud external revenue +45% YoY (22-quarter high). Cloud adjusted EBITDA margin ~11.6%–12% (sequential improvement). - AI-related product revenue grew triple-digits for the 12th consecutive quarter, reaching RMB 12.4bn in the quarter → ~RMB 49.5bn annual run-rate (~$7.3bn). - AI-related products’ share of external cloud revenue rose to ~35%, and Eddie/Toby frame this as structurally higher-margin, recurring revenue across compute + MaaS + applications.

MaaS (Model-as-a-Service) is the key commercialization lever (and may keep growing fast): - MaaS ARR exceeded RMB 16bn as of August (management data), supporting a view that demand is strong in a supply-constrained market. - Management expects continued acceleration in coming quarters, with explicit short-term visibility: next quarter annualized AI product revenue could approach ~$10bn. - Strategic “agentic cloud” upgrade: tokens/agent growth is said to increase demand for both GPU compute and traditional cloud services (CPU/storage/DB/networking).

Supply ramp + proprietary chips are positioned to improve both growth and margins (opportunity): - Demand for compute is described as outstripping supply; management says it will ramp compute supply in the 2H and expects stronger growth plus profitability. - T-Head progress: proprietary silicon portfolio (GPU/CPU/networking). Zhenwu chips have served 650+ customers on Alibaba Cloud (as of early August). - Zhenwu M890 supernode launched commercially; supports inference for foundation models >2T parameters; examples cited: Kimi K3 and Qwen 3.8 Max/Qwen 3.8-27B. - Infrastructure speed: reduced delivery time for hyperscale AI data centers to ~100 days (management claims “world-leading pace”). - Management asserts long-run gross margin trajectory: stated confidence to reach ~20% cloud gross margin and an external cloud revenue goal of ~RMB 100bn by 2030.