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alibaba

Alibaba · 12× · vu le 22 juil. 2026

5
Momentum

HappyHorse (also HappyHorse-1.0/1.1) is a multimodal text-to-video and image-to-video model developed by Alibaba's innovation unit ATH (Alibaba Token Hub) and the Taotian Future Life Lab. The model initially appeared anonymously on the Artificial-Analysis Benchmark platform before Alibaba officially confirmed it as their own project on April 10, 2026. A limited beta release followed on April 27, 2026 via the official website, Alibaba Cloud Model Studio (Bailian), and the Qwen app. It supports text-to-video, image-to-video, reference-to-video, and video editing with natively synchronized audio generation (speech, lip-sync, ambient sounds) in a single pass. Information regarding a full Open Source release (APAC

Historique du momentum
04.07.02.10.

Fonctionnalités

Fine-TuningNo official fine-tuning/training code released; only inference code available, LoRA fine-tuning reportedly requires direct engagement with Alibaba Cloud
Generation TimeClaimed by developer: approx. 38 seconds for a 1080p clip on a single NVIDIA H100 GPU; approx. 2 seconds for a 5-second 256p clip
LicenseProprietary/closed weights per independent verification; Alibaba announced an Apache 2.0 open-source release, but verified weights were not publicly available at time of research
Max Resolution1080p (native, no upscaling)
Max Video LengthUp to 15 seconds, with multiple shots
PlatformOfficial HappyHorse website, Alibaba Cloud Model Studio/Bailian (API), Qwen app; also third-party providers such as fal.ai, WaveSpeedAI, Runware, Replicate
PriceAPI from approx. $0.14/sec (720p) to $0.24–0.28/sec (1080p); China direct pricing from CNY 0.44/sec (member discount) or CNY 0.9/sec (720p) standard
Release DateApril 27, 2026 (gray-testing launch); officially confirmed as Alibaba project on April 10, 2026

Plus de produits dans cette catégorie: Texte-vers-vidéo

Preuves (12)

Company Analysis: Alibaba

As of 26/09/2026
HOLDSynthszr Vote

HOLD is the most data-consistent stance given mixed near-term signals: (1) Cloud is improving on both growth and profitability (Cloud EBITA margin 12% in the June 30, 2026 quarter) and management is reinforcing a full-stack AI roadmap; but (2) consolidated non-GAAP net income declined 38% YoY in the same quarter, indicating that earnings normalization is not yet established. (sec.gov)

Summary

Alibaba Group Holding (BABA; HKEX: 9988) is a diversified digital platform company with three core earnings engines: (1) China commerce (Taobao/Tmall and adjacent local services), (2) international commerce (cross-border and overseas marketplaces/logistics), and (3) Cloud Intelligence (IaaS/PaaS plus AI model and agent services). Its core competencies are large-scale consumer traffic monetization, merchant tooling and payments-enabled commerce workflows, and hyperscale cloud/AI infrastructure with proprietary models (Qwen) and chips (T-Head). Market position remains strong in China e-commerce by ecosystem depth (merchant base, logistics integration, advertising tools) and in cloud by scale and enterprise distribution. Competitive advantages are primarily (a) data/traffic flywheel across commerce and content-like surfaces, (b) integrated cloud + model stack that can be sold to enterprises, and (c) balance-sheet capacity to fund AI capex and shareholder returns. However, competition in China commerce is structurally intense (price/value formats, short-form video commerce, and fast delivery), which keeps take-rate and marketing efficiency under pressure. In the most recent reported quarter (ended June 30, 2026; reported Aug 20, 2026), Alibaba highlighted accelerating Cloud growth and improving Cloud profitability: Cloud segment revenue growth “continued to accelerate” and Cloud EBITA margin increased to 12%. At the same time, group-level profitability was pressured: non-GAAP net income declined 38% year-over-year in that quarter, consistent with heavier investment and mix effects. (sec.gov) In the last week, Alibaba also used its Apsara Conference to outline a “full-stack AI” roadmap (chips, infrastructure, models, agentic cloud, and mobile agent platform), and separately disclosed new AI chip/model plans and data-center expansion to meet rising AI compute demand. (alibabacloud.com) Valuation metrics vary by source and methodology, but recent market data indicate a mid-teens forward P/E range (e.g., ~13.9x on one dataset; ~18.7x on another), underscoring sensitivity to earnings normalization assumptions and ADR/HK share mapping. (stockanalysis.com) With the current price unspecified, this analysis frames valuation directionally: if Cloud growth sustains and margins expand, the multiple can be supported; if investment intensity persists without clear incremental returns, the multiple can compress. Outlook (short- to medium-term): the key swing factor is whether Cloud AI demand translates into durable external revenue growth with expanding EBITA margin while China commerce stabilizes. Recent disclosures emphasize AI-driven Cloud momentum and capacity build-out, but near-term earnings volatility remains likely given investment cadence and competitive intensity. (sec.gov)

Key Takeaways

  1. Cloud is the primary near-term growth lever: management reported accelerating Cloud growth and Cloud EBITA margin rising to 12% in the June 30, 2026 quarter. (sec.gov)
  2. Group profitability is currently pressured: non-GAAP net income fell 38% YoY in the June 30, 2026 quarter, implying that investment and mix are still weighing on consolidated earnings quality. (sec.gov)
  3. Alibaba is positioning around a full-stack AI strategy (chips, models, agentic cloud, and infrastructure), and is signaling data-center expansion to meet AI compute demand. (alibabacloud.com)
  4. Valuation is not “one number”: recent forward P/E readings differ materially across data providers (~13.9x vs ~18.7x), so investors should anchor on consistent definitions (ADR vs HK shares, GAAP vs non-GAAP, forward window). (stockanalysis.com)
  5. Shareholder returns remain part of the toolkit: filings show ongoing share-related disclosures consistent with buyback activity/treasury share changes (HKEX disclosure filed July 9, 2026). (sec.gov)

Action Ideas

BUY

Data-driven thesis: Cloud is showing accelerating growth and improving profitability (Cloud EBITA margin 12% in the June 30, 2026 quarter). If Cloud AI demand remains strong and operating leverage continues, consolidated earnings power can improve even if commerce remains competitive. This action is appropriate for investors who can tolerate near-term earnings noise while underwriting Cloud-led margin expansion. ([sec.gov](https://www.sec.gov/Archives/edgar/data/1577552/000110465926099220/tm2623667d1_ex99-1.htm?utm_source=openai))

Horizon: 18 mo.

HOLD

Data-driven thesis: The company is demonstrating tangible Cloud margin improvement and strategic clarity on full-stack AI, but the latest quarter also showed a sharp YoY decline in non-GAAP net income. A HOLD stance fits investors who want confirmation that Cloud growth translates into sustained consolidated profit growth and that investment levels normalize. ([sec.gov](https://www.sec.gov/Archives/edgar/data/1577552/000110465926099220/tm2623667d1_ex99-1.htm?utm_source=openai))

Horizon: 9 mo.

SELL

Data-driven thesis: For investors with low tolerance for earnings drawdowns, the latest quarter’s 38% YoY decline in non-GAAP net income is a clear signal that near-term profitability is not yet stabilized. If an investor’s mandate prioritizes near-term earnings consistency over multi-year AI optionality, reducing exposure can be justified until profit trends re-accelerate. ([sec.gov](https://www.sec.gov/Archives/edgar/data/1577552/000110465926099220/tm2623667d1_ex99-1.htm?utm_source=openai))

Horizon: 6 mo.

Contrarian Insights

  • • Consensus framing often treats Alibaba primarily as a China consumer/commerce proxy; a more data-consistent framing is that Cloud profitability inflection (12% Cloud EBITA margin) can become the dominant driver of consolidated earnings trajectory if sustained. (sec.gov)
  • • The market frequently interprets AI infrastructure expansion as margin-negative; however, Alibaba’s disclosures emphasize operating leverage in Cloud alongside accelerating growth, suggesting that (at least in the latest quarter) AI-driven demand can coincide with margin expansion rather than dilution. (sec.gov)

Sources (7)

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