How Alibaba earns money, reinvests in its businesses and measures operating progress.
Selected annual observations from the historical dataset. Later interim periods are presented separately in the interactive history. Selected Cloud Intelligence historical basis; current-scope annual cloud and combined-commerce histories remain undisclosed. Alibaba free cash flow uses its company-defined non-GAAP reconciliation.
Figures use the same dataset as the interactive history, displayed in the stated units with up to six decimal places. Reporting periods are not editorial review dates. Missing values are not zero. Date definitions · Published corrections
Alibaba connects shoppers with merchants and provides computing services to businesses. Its commerce operations earn revenue from advertising, software services, commissions, retail sales and delivery. Cloud and AI form another part of the group, supplying computing capacity and digital tools while requiring substantial investment in technology and infrastructure.
The businesses are connected through their customers, technology and everyday applications. Commerce gives Alibaba opportunities to improve shopping and merchant operations with AI; Cloud allows it to offer computing services to customers beyond its own platforms. To understand the group, follow how this customer activity becomes revenue, operating profit and cash available for reinvestment.
The flywheels below explain how these relationships can reinforce one another. The historical results show where that process is progressing and where the evidence remains incomplete.
One US-listed BABA American Depositary Share (ADS), commonly called an ADR, represents eight ordinary shares in Alibaba Group Holding Limited. Citibank is the depositary. Hong Kong ticker 9988 trades one ordinary share per unit; conversions are available through supporting brokers, with fees.
Both listings represent the same Cayman Islands holding company. Certain restricted Chinese operations use variable interest entities (VIEs): contractual arrangements rather than equity ownership. Buying Hong Kong shares does not remove this structural risk.
When comparing financial metrics, match earnings per ADS with the BABA price; each ADS represents eight ordinary shares.
Alibaba · share ratio and conversion ↗ · FY2026 annual report · ownership and VIE risks ↗
Taobao and Tmall bring shoppers and merchants together, while Alibaba.com and 1688 serve cross-border and domestic wholesale. Shoppers come for products, prices and service. Merchants participate because the platforms give them access to customers and tools to help run their businesses.
↺ Better products and service give shoppers another reason to return.
As more shoppers find what they need, merchants have a stronger reason to offer products and invest in service. That can make the marketplace more attractive to the next shopper. Alibaba earns from the activity and can reinvest in the technology and services that support it.
The link holding this cycle together is merchant profitability. A seller needs money left after the product, delivery, returns, advertising and platform fees have been paid. This remaining contribution helps cover the seller’s fixed costs and supports further investment. More transactions strengthen the marketplace only when the economics give merchants a reason to stay.
Customer management revenue (CMR) includes marketing and software services, including commissions. It reflects both the value of transactions taking place and the amount Alibaba earns relative to that activity. CMR growth can therefore come from more commerce, a higher effective take rate, or a combination of the two.
CMR = matching online gross merchandise value (GMV) × effective take rate
Effective take rate expresses CMR as a share of the corresponding GMV. Both figures must cover the same activity and period; individual transactions can carry different charges. FY2026 report · pp.58, 175 ↗
This creates a balance for Alibaba: monetisation supports its earnings, while affordable and productive services help merchants remain profitable. CMR is most informative when read alongside customer demand and commerce profit.
Membership benefits can make Alibaba part of a shopper’s routine and encourage purchases across categories. The economics depend on members renewing and generating enough contribution from additional purchases to cover the cost of those benefits. Membership growth shows participation; renewal and spending would explain its quality.
Product matching, advertising and operating tools can help sellers convert visits into orders and manage their businesses more efficiently. The benefit to a merchant is the extra profit these tools produce after their costs. Sales attributed to advertising alone do not capture that full calculation.
Frequent purchases can bring shoppers back more often and concentrate orders within a delivery area. Greater density can lower the cost of fulfilment, provided service remains reliable. The additional activity still needs to cover delivery, incentives and refunds, including any profit lost when an order moves from another Alibaba service.
Service contribution per order = fees + delivery revenue − variable fulfilment and service costs − incentives and refunds not already netted from revenue
For a retailer that owns the stock, merchandise gross profit—product sales less product cost—also enters the calculation. Delivery income is then considered alongside fulfilment and other variable costs, with each incentive and refund counted once. This illustrates the operating relationship; Alibaba does not disclose a consistent per-order calculation covering all these activities.
Management describes improving quick-commerce economics and purchases across services. The reviewed release does not quantify contribution per order or the extra profit generated by those purchases. Customer retention after incentives fall also remains an open question. June 2026 results · business updates ↗
Commerce depends on technology that helps people find products and merchants manage their operations. Alibaba Cloud serves a wider set of computing needs, while Qwen provides AI models that can be used within Alibaba and by external customers. The commercial opportunity comes from customers putting these services to work and continuing to pay for them.
↺ Better performance and reliability give customers reasons to stay and use more services.
Cloud revenue changes with the amount customers use, the prices they pay and the mix of services they choose. Equipment and engineering require investment before all that demand is known. Once capacity is installed, serving more paid workloads can spread fixed costs across a larger revenue base, although electricity, networking, support and the cost of running AI models continue to grow with activity.
This makes pricing and utilisation central to the economics. A larger volume of work can improve profitability, but discounts or more expensive workloads can absorb the benefit. Within commerce, AI may improve product discovery, conversion and merchant productivity; external Cloud demand shows whether customers beyond Alibaba also find the technology worth paying for.
From the June 2026 quarter, Alibaba reports AI Cloud and Compute Services separately from AI Labs and Applications. Cloud’s profit therefore sits alongside a separate model and application loss. AI-related product revenue is already included within Cloud revenue, so it should be read as part of that business. June 2026 results · segment reporting ↗
Purchasing infrastructure uses cash upfront. Depreciation then spreads the equipment’s cost over its accounting life. Alibaba’s adjusted EBITA includes depreciation but excludes noncash share-based compensation and other specified items, so it answers a different question from free cash flow.
A fuller picture brings operating margins together with capital spending, equipment life and replacement needs. Lower spending can improve cash flow when existing capacity continues to serve customers well. It can also reflect weaker demand or too little investment, which is why the direction of capex needs context.
The reviewed reports do not provide a complete standalone Cloud cash-flow statement or invested-capital base. Group capex and segment profit cover different activities and cannot establish a precise Cloud return on capital. FY2026 report · segment accounts and accounting policies ↗
The two flywheels contain businesses with different obligations. A marketplace collects service fees, a retailer buys and delivers merchandise, and a cloud provider installs and maintains computing equipment. Their revenue therefore carries different costs and cash requirements. A change in the mix of these activities can move the group’s reported growth and margin.
| Business | How it appears in the accounts | What shapes its economics |
|---|---|---|
| Marketplaces | Alibaba earns advertising, software and commission revenue. GMV records the value of transactions taking place on the platforms. | Customer demand supports merchant sales and service revenue. Profitability depends on the effective take rate and the cost of attracting and retaining participants. |
| Direct retail & quick commerce | Alibaba records product sales when it acts as the retailer, and fees or delivery charges when it provides services. | Retail requires spending on merchandise and inventory. Delivery also brings picking, transport, refunds and service costs. Order density, product margin and incentives determine how much remains. |
| International & wholesale | Revenue comes from a mix of marketplace services, advertising, memberships, logistics and direct sales. | The economics depend on retained buyers and merchants, the contribution from orders and the costs of operating and fulfilling orders across markets. |
| Cloud & AI | Customers pay for computing, storage, software, model services and other enterprise offerings. | Paid usage and pricing must cover infrastructure, engineering and running costs. Equipment replacement and model development add further demands on cash. |
| Ant investment | Alibaba records its share of Ant’s profit through equity accounting. Cash is received when Ant makes distributions; its revenue is not consolidated into Alibaba. | Accounting earnings and cash dividends measure different things. Ant’s own cash balance is not cash available for Alibaba to spend. |
Business models and accounting: FY2026 report · pp.58–62 and revenue-recognition notes ↗. The current E-commerce segment combines domestic and international activities, Freshippo and certain Cainiao commerce businesses. Earlier segment definitions cover a different mix. June 2026 segment definitions ↗.
These differences also explain why gross retail sales and marketplace fees cannot be compared as though they carry the same margin. At group level, operating cash flow shows the cash generated by operations, capital expenditure shows investment in infrastructure and other assets, and reported free cash flow follows Alibaba’s own reconciliation. Reading them together over several periods connects business growth with the cash required to support it.
The flywheels become more durable when Alibaba offers something customers would find difficult or costly to replace. Its potential advantages come from the relationships within its marketplaces, the tools built around those relationships and the infrastructure supporting its services. Their strength depends on whether they continue to improve customer outcomes and operating economics.
A broad selection gives shoppers reasons to return, while repeat demand gives merchants reasons to participate. Reproducing both sides of that relationship can be harder than building a shopping interface. The advantage is stronger when buyers stay and merchants earn enough to reinvest.
Where it weakens: both groups can use several platforms, and activity attracted mainly by discounts may move when a better offer appears.
Feedback from transactions can help match products with shoppers and improve how merchants operate. When these tools raise conversion or reduce work, they become more valuable to sellers. The economic benefit is the extra merchant contribution left after advertising and fees.
Where it weakens: poor recommendations, lower trust or higher charges can outweigh the benefit the tools provide.
More orders within a local network can spread delivery and operating costs across more purchases. This can support convenient service at a lower cost per order. Timeliness and refunds help show whether those savings are being achieved without reducing service quality.
Where it weakens: low order values, expensive expansion and heavy incentives can consume the savings from greater density.
Once a customer’s data, software and operating processes depend on a cloud platform, moving them can require time, expense and testing. Reliable, integrated services can therefore support lasting relationships and wider use of the platform.
Where it weakens: portable software and multiple providers make switching easier, while outages or better competing services can make the move worthwhile.
Developer reach and applications across Alibaba’s businesses give its AI tools routes into everyday use. Improvements in models, hardware and software can also reduce the cost of completing a customer’s task. The resulting advantage depends on customers adopting the services and paying enough to support their development and operation.
Where it weakens: open models can run on competing infrastructure, so popularity and downloads do not automatically produce revenue for Alibaba.
Business capabilities are described in the FY2026 annual report · business overview ↗. The mechanisms and conditions discussed here are an interpretation of how those capabilities may affect competition.
Customers choose between different combinations of price, selection, discovery, convenience and reliable delivery. Comparing these separately helps explain where a commerce platform is winning or losing purchases. For Cloud, the equivalent comparison is the cost of completing useful work, service reliability, available tools and the effort involved in moving to another provider.
The metrics follow the same sequence as the business: customer demand creates revenue, revenue must cover operating costs, and the remaining cash must support reinvestment. Reading the groups below together helps explain whether stronger activity is translating into stronger economics.
Select a metric to open its chart, definition and sources. Operating metrics open on the June-quarter comparison; group cash and share-count metrics open on annual history. You can change the period and reporting basis within the chart.
CMR shows what Alibaba earns from merchant-related services, while membership provides a view of participation in its paid customer programme. Together they help frame demand, but fee changes and benefit costs affect the interpretation. Buyer retention, renewal and merchant profitability would give a fuller picture of the underlying relationships.
Commerce revenue →Adjusted EBITA →Margin →
Revenue shows the scale of the activity, adjusted EBITA shows its reported operating performance after specified adjustments, and margin relates the two. On a consistent reporting basis, these measures help reveal whether growth is covering its costs. A shift towards more expensive activities can raise revenue while reducing profit.
Quick-commerce revenue →Group marketing →Marketing / revenue →
Quick-commerce revenue shows activity, while group marketing provides broader context for spending on demand. The stronger operating outcome is retained customers and better order contribution as incentives ease. Marketing covers the whole group and excludes subsidies deducted from revenue, so it is not a measure of quick-commerce cost or customer acquisition cost.
Cloud revenue →External revenue growth →AI product revenue →
Total Cloud revenue measures the segment’s activity, and external growth helps distinguish customer demand beyond Alibaba’s own businesses. AI product revenue shows part of that demand within the Cloud total. Changes in usage, pricing and service mix explain more about the commercial progress than downloads or technical benchmarks alone.
Cloud adjusted EBITA →Cloud margin →AI Labs earnings →
Cloud profit and margin show how revenue is covering the segment’s operating costs. AI Labs earnings add the separately reported model and application expenditure to the picture. These measures help explain operating performance, while infrastructure investment and cash flow are needed to understand the wider funding requirement.
Operating cash flow →Capex →Capex / revenue →Reported FCF →
Operating cash flow and capex connect the income statement with the cash needed to run and develop the business. Reported free cash flow brings them together using Alibaba’s reconciliation. Several years and matching quarters help put working-capital movements and investment timing in context; these group figures cover more than Cloud alone.
Issuance, share-based compensation and repurchases all affect how ownership is divided. The chart shows weighted-average diluted ordinary shares, which differs from the number outstanding at a particular date and from the ADS count. Reading the share count alongside these activities shows their combined effect more clearly than buyback expenditure alone.
Some of the most useful operating questions require information that is not available as a consistent numerical history in the reviewed disclosures. These include merchant retention and incremental profit, matching current GMV and take rate, membership renewal, quick-commerce contribution per order and retention after subsidies, and Cloud utilisation, cost per workload and net revenue retention.
Standalone Cloud free cash flow and invested capital are also incomplete. The charts retain N/A where a comparable observation is unavailable and preserve qualifiers on approximate figures. These gaps limit the conclusions that can be drawn from the available measures.
Reported CMR fell 7%, while management’s like-for-like measure grew 1%. Relevant subsidies under the new business-development programme moved from marketing expense to a deduction from revenue. This changes the presentation of both CMR and marketing expense, so the fall in reported marketing expense cannot be read entirely as an efficiency gain.
External Cloud revenue grew 45%, reflecting higher sales to customers outside Alibaba’s own businesses. Alongside this, AI Labs reported an adjusted EBITA loss of RMB13.861bn (approximately US$2.043bn at the June 2026 reporting rate). Together, the figures show why commercial adoption and the cost of developing and operating AI need to be considered in the same review.
June 2026 release · published 20 August 2026 ↗. Wording reviewed 25 October 2026; historical data last reviewed 19 October 2026.
Choose a metric to see its available history and supporting evidence. Alibaba’s fiscal years end on 31 March; June-quarter results are presented separately so the periods remain comparable. Monetary tables show the original RMB amounts alongside approximate USD equivalents using the exchange rate stated for each period.
Choose a business area and metric to follow its history. Each chart explains what the measure captures, why it matters and which comparisons are valid. The period and reporting-basis controls keep annual results, June quarters and changes in segment definitions separate.
N/A marks an unavailable comparable observation. Approximate figures use ≈, and > marks a reported lower bound. Growth calculations use a consistent reporting basis.
Management describes improving quick-commerce economics, but the reviewed disclosure does not provide a consistent profit or loss per order. It also leaves open how many customers remain after subsidies fall and how much additional profit comes from purchases across Alibaba services.
S1 · Business updates ↗Cloud capital expenditure, free cash flow and invested capital are not fully reported on a standalone basis in the sources reviewed, which prevents a precise Cloud return-on-capital calculation. Measures such as GMV, active consumers, merchant tool adoption and cross-border orders are included only where dated, comparable evidence is available.
“Reported” identifies a value taken from a filing. “Calculated” identifies arithmetic shown alongside the observation. Annual and quarterly totals remain in separate chart series, with no annualisation of a single quarter.
The same relationships that support growth can work in reverse. Competition can reduce merchant earnings, incentives can become permanent costs, and investment can outpace customer demand. These risks explain how operating pressure reaches Alibaba’s profit and cash flow.
Alibaba may need lower fees, more promotions or better service to retain shoppers and merchants. This can preserve activity while reducing the profit earned from it.
CMR, commerce earnings and spending intensity show different parts of that pressure and are most useful when read together.
More computing activity can coexist with falling prices, underused capacity and equipment that becomes obsolete. Revenue growth may then fail to cover the cost of developing and replacing the infrastructure.
External demand, operating margins, capital expenditure and cash generation help connect customer adoption with those costs.
Discounts can attract orders without creating a lasting habit. Quick commerce may also move purchases away from other Alibaba services that earned more per order.
Improving order economics is more meaningful when customers remain as support falls and the additional activity contributes to group profit.
When shoppers spend less, merchants receive fewer orders and advertising may generate less additional profit for them. That can reduce their willingness to spend on Alibaba’s services or invest in their own operations.
CMR and commerce profit need to be read alongside the company’s explanation of transaction activity and merchant demand.
Projects and acquisitions use cash before their operating results are established. Issuing shares can provide funding while changing the proportion of the business represented by each existing share.
Cash generation, investment, issuance and repurchases together show how the business and its ownership base are changing.
Outages, data breaches and unreliable products can interrupt customers’ activities and reduce their confidence in Alibaba’s services. Repairing that damage may require both operating expenditure and further investment.
Service incidents, customer losses and remediation costs help show whether the problem is temporary or affecting the customer relationship.
A minority ownership interest gives Alibaba a share of Ant’s accounting results, but distributions depend on Ant’s decisions and circumstances. Those earnings are therefore different from cash available to fund Alibaba’s operations.
Equity-accounted income and dividends received remain separate measures throughout the page.
The VIE structure, policy changes, export controls, trade restrictions and currency movements can affect how Alibaba operates and accesses markets. These pressures may change costs or the ability to deploy technology across borders.
They require separate consideration even when customer demand and operating results are improving.
On 26 August 2026 Alibaba completed an HK$80bn placing of 710m new ordinary shares for AI infrastructure. Because the issuance occurred after the June quarter, it is not reflected in that quarter’s weighted-average share count. Subsequent filings provide the basis for following the new share base and how the proceeds are deployed.
S3 · Placement completion ↗Segment operating results, equity-accounted Ant earnings and cash dividends each describe a different part of the group. Keeping these measures distinct allows them to be reconciled to Alibaba’s accounts without counting the same activity twice.
The figures link back to company disclosures so you can read each observation in context. The notes below explain how ownership, reporting changes and accounting definitions affect comparisons across the page.
Alibaba reports in RMB. Monetary tables retain those figures and add approximate USD values calculated as RMB ÷ RMB per US$1. Each observation uses the convenience translation rate stated in Alibaba’s results announcement for that period, including when a historical RMB figure has subsequently been restated.
These dated rates are not period averages or live exchange rates. USD trends include currency movements as well as changes in the business, and rounding can produce small differences from USD amounts printed in company reports. Percentages, margins, growth rates, member counts and share counts retain their original units and calculations.
Exchange rates checked 25 October 2026. Download the sourced exchange rates ↓
Alibaba held 33% of Ant on a fully diluted basis at 31 March 2026 and received RMB3,293m in dividends during FY2026 (approximately US$477.4m at the FY2026 reporting rate). The ownership figure is a balance at the year-end date; the dividends cover the full financial year. The USD equivalent is an illustrative conversion and does not represent actual dollar receipts.
Under equity accounting, Alibaba recognises its share of Ant’s results one quarter in arrears, with adjustments for differences in accounting basis. Ant’s revenue is not consolidated into Alibaba’s revenue. Dividends record cash received from the investment and are kept separate from operating revenue.
S2 · Printed p.62; note 4(f), F-37–F-38 ↗Alibaba introduced new E-commerce, AI Cloud and Compute, and AI Labs reporting segments in June 2026. The businesses included in these segments differ from earlier China commerce, Taobao and Tmall, and Cloud Intelligence disclosures. The reporting-basis selector separates the old definitions from historical figures that Alibaba has restated to match the new ones.
Capital expenditure, marketing and cash flow are group measures. Segment adjusted EBITA follows Alibaba’s specified adjustments and does not measure free cash flow. Reported group FCF uses the company’s reconciliation, whose deductions and adjustments can differ from simply subtracting headline capex from operating cash flow.
The history covers FY2022–FY2026 and June quarters 2021–2026 where comparable figures are available. Newer segments and some operating measures have shorter histories, and missing years are left unfilled when the business definitions differ. Annual totals and June quarters remain separate, approximate figures keep their qualifiers, and each observation links to its source. This is a dated research snapshot rather than an automated data feed.
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Alibaba / Research notebook · Historical data reviewed 19 October 2026