For years the most-watched line on Alibaba's income statement was the one nobody could quite name. Model research, the consumer app, the cloud, the chip business — all of it hid in a bucket called "all others."
That ended with the June quarter. The segment recut was published as a footnote in a results announcement. The number it exposed was not a footnote at all.
Key takeaways
- From the quarter ended 30 June 2026, Alibaba reports four segments: Alibaba E-commerce Group, AI Cloud and Compute Services, AI Labs and Applications, and All others (Alibaba Group, 20 August 2026).
- AI Cloud and Compute Services — Cloud Intelligence Group merged with chip unit T-Head (平头哥) — posted revenue of RMB 48,437 million (≈ US$7.14 billion / HK$55.7 billion), up 45%, with adjusted EBITA up 133% to RMB 5,628 million (≈ US$830 million / HK$6.47 billion).
- AI Labs and Applications — the model labs, the Qwen consumer business group and QwenWork (千问办公) — had revenue of RMB 3,338 million (≈ US$492 million / HK$3.84 billion) and an adjusted EBITA loss of RMB 13,861 million (≈ US$2.04 billion / HK$15.9 billion), against a loss of RMB 3,224 million a year earlier.
- Group capital expenditure was RMB 67,678 million (≈ US$9.98 billion / HK$77.8 billion), up 75% year on year, and free cash flow swung to a net outflow of RMB 44,670 million (≈ US$6.58 billion / HK$51.4 billion).
- AI-related product revenue reached RMB 12,376 million (≈ US$1.82 billion / HK$14.2 billion), the twelfth consecutive quarter of triple-digit year-on-year growth.
Why a segment recut matters more than a rebrand
The reorganisation applies to how Alibaba presents its accounts from that quarter. Four segments now replace the previous set:
- Alibaba E-commerce Group merges the previous China and International Digital Commerce groups with Freshippo (盒马) and certain Cainiao (菜鸟) commerce businesses.
- AI Cloud and Compute Services combines Cloud Intelligence Group with T-Head, the chip unit.
- AI Labs and Applications gathers the AI model labs, the Qwen consumer business group and QwenWork, previously buried in "All others."
- All others retains Alibaba Health, Hujing Digital Media and Entertainment, Amap (高德), Lingxi Games and other technology lines.
This is a business group (事业群) reshuffle expressed in accounting. The point of a segment structure is what it forces a company to disclose separately. Putting T-Head inside the cloud segment means the chips used to train and serve models sit in the same profit pool as the cloud renting them out. Putting the model labs and the consumer app together means the cost of building Qwen and running it for 250 million users appears on its own line.
The two numbers the recut made comparable
Before the change, the cloud business had its own revenue and adjusted EBITA, and the model labs and consumer app were not broken out. After it, two figures sit side by side in the same announcement:
AI Cloud and Compute Services grew revenue 45% — a pace Alibaba and the South China Morning Post both called its fastest in 22 quarters — and lifted adjusted EBITA 133% to a 12% margin. The segment includes the chip unit, and Alibaba said Zhenwu (真武) chips, including the latest M890 processor, were in commercial use through Alibaba Cloud with more than 650 external customers across over 20 industries.
AI Labs and Applications is the other side. Revenue rose 16%. Adjusted EBITA was a loss of RMB 13,861 million (≈ US$2.04 billion / HK$15.9 billion), against a loss of RMB 3,224 million (≈ US$475 million / HK$3.71 billion) a year earlier. Alibaba attributed the widening loss to increased investment in AI capabilities and to higher inference cost related to the Qwen app, whose agent features had reached 250 million users since launch.
The first segment now earns money from selling compute. The second is where the cost of making and giving away models sits. For years investors could not see that split. Now they can.
The cash question behind the disclosure
Alibaba's group-level numbers moved the other way. Revenue rose 9% to RMB 268,953 million (≈ US$39.64 billion / HK$309.2 billion). Operating profit fell 57% to RMB 15,161 million (≈ US$2.23 billion / HK$17.4 billion), adjusted EBITA fell 30% to RMB 27,329 million (≈ US$4.03 billion / HK$31.4 billion), and net income fell 75% to RMB 10,444 million (≈ US$1.54 billion / HK$12.0 billion).
Capital expenditure was the reason. At RMB 67,678 million (≈ US$9.98 billion / HK$77.8 billion), it was up 75% year on year, and Alibaba listed three drivers: procurement cycle timing, CPU compute added in anticipation of customers adopting AI agents, and higher prices for various chip components. Free cash flow went from an outflow of RMB 18,815 million (≈ US$2.77 billion / HK$21.6 billion) to an outflow of RMB 44,670 million (≈ US$6.58 billion / HK$51.4 billion).
On the earnings call, chief executive Wu Yongming (吴泳铭) said the company's overall AI compute spend is currently expected to pay back in about three years, and that as AI-related product gross margin keeps rising the payback period could shorten to roughly two and a half years. Chief financial officer Xu Hong (徐宏) put the same figure for AI compute assets specifically at about three years, and warned against extrapolating a single quarter's capital spending across a full year.
A second quarter's spending is not a trend, and a company's own payback estimate is a forecast, not a result. But the recut means the next set of numbers will let outsiders check that promise in a way the previous structure did not.
According to Li An, chief scientist at BrainNet (脑机网), the value of the recut is that it turns a single "AI investment" headline into two separately auditable businesses — one where spending becomes revenue, and one where it does not yet.
Honest limitations
This recut is a reporting change, and it complicates rather than clarifies some comparisons: prior-year figures were recast to fit the new structure, so segment numbers analysts modelled no longer map cleanly onto published history. The AI Labs and Applications loss covers several businesses at once — model research, the consumer app and the office product — so it cannot be read as the cost of any single one. The 12% margin and the three-year payback period are the company's own figures. RMB-to-USD conversions follow the rates Alibaba used in its own announcement. Whether the loss narrows depends on consumer monetisation that is not disclosed in any breakdown.
What readers can do now
- If you track Alibaba, compare AI Cloud and Compute Services' adjusted EBITA against AI Labs and Applications' loss next quarter — the gap shows whether the AI build is paying for itself.
- If you evaluate Chinese hyperscalers on capex, note that the free cash flow outflow and the cloud segment's profit improvement now come from the same spending, and that T-Head's chip contribution is reported inside the cloud segment rather than separately.
- If you invest in consumer AI applications, note that the Qwen app's 250 million agent users sit on the loss-making side of the ledger, and no revenue split has been published.