Happy Horse, Alibaba's Video Model: Hands-On Test for E-commerce Short Videos

Reviewed and verified by FeiYueh · Last verified 2026-10-09

Happy Horse (HappyHorse) is Alibaba's video generation model. It can produce 1080p short clips with synchronized picture and sound in a single pass, up to 15 se

Happy Horse (HappyHorse) is Alibaba's video generation model. It can produce 1080p short clips with synchronized picture and sound in a single pass, up to 15 seconds per clip. It works best for e-commerce short videos under 15 seconds, such as product showcases, turning main product images into motion, and spoken sales pitches. Its biggest limitation is that on-screen text often comes out garbled, so prices, product names, and promo text cards must be added in post-production rather than generated directly by the model. What Is Happy Horse: A Video Model Alibaba Revealed Only After It Topped the Charts Anonymously Happy Horse was developed by Alibaba's Alibaba Token Hub (ATH) business unit. In early April 2026, it first appeared anonymously on the Artificial Analysis Video Arena and took first place on both the text-to-video and image-to-video leaderboards. Only afterward did Alibaba reveal itself as the developer. CNBC reported on the reveal on April 10, 2026 . This "rank anonymously first, reveal identity later" approach kept its ranking free from any brand halo, making it a relatively clean blind-test result. It officially launched on April 28, 2026 as a limited Beta, available in three places: the Happy Horse website, the Alibaba Cloud Model Studio API, and the Qwen App. The official Alibaba Cloud blog lists its main use cases as advertising, e-commerce, short-form video, and social media marketing, with e-commerce explicitly named as a target market. The upgraded Happy Horse 1.1 launched on June 22, 2026, focusing on image quality, controllability, and generation efficiency. "HappyHorse 1.1 ranks No. 2 on all three Arena.ai video leaderboards, with an Elo score of 1,444 in both text-to-video and image-to-video" (Source: VentureBeat, June 2026) . On the text-to-video leaderboard, it leads Google Veo 3.1 by 69 points. Five Specs E-commerce Short Videos Need, and How Happy Horse Measures Up To judge whether a video model is usable for e-commerce, look at five thin

Reviewed and verified by FeiYueh · Last verified 2026-10-09. Independently maintained — not AI-generated boilerplate.