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by HappyHorse

HappyHorse Image-to-Video — AI Video Generator

HappyHorse Image-to-Video is available on Artifio.ai as part of our unified AI workspace. Powered by HappyHorse. Starting at about $0.140 per second.

From $0.140 / secEstimated ~240s; not a measured benchmark

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HappyHorse Image-to-Video pricing

These prices are calculated from the current model settings. Each row describes the configuration used for that price.

Current configuration prices for HappyHorse Image-to-Video
SettingsPer generation
Resolution: 720p · 5 seconds$0.700
Resolution: 1080p · 5 seconds$1.200

Review the estimate for your selected settings before submitting. Compare model pricing

About HappyHorse Image-to-Video

HappyHorse 1.0 is a video generation model from the innovation unit of Alibaba Token Hub (ATH), the AI business group Alibaba formed in March 2026 under the leadership of Zhang Di, a former Kuaishou executive who rejoined the company in November 2025. It appeared without attribution on the Artificial Analysis video arena around April 7, 2026, took first place in both text-to-video and image-to-video blind rankings ahead of ByteDance's Seedance 2.0, and was confirmed as Alibaba's work on April 10.

This is the image-to-video variant: it animates a still image into a moving clip, guided by a text description of the action, dialogue, and camera work. Alibaba opened a limited beta in late April 2026 via the HappyHorse website, the Qwen app, and an API on Alibaba Cloud Model Studio. On Artifio it sits in one workspace beside 100+ other models, paid per generation from a single wallet.

Features

  • Animates a single still image into a video clip of up to 15 seconds at 1080p.
  • Generates synchronized audio together with the motion: lip-synced dialogue, ambient sound, and vocal performance.
  • Alibaba's published example drives a two-character dialogue scene from one illustration, including a scripted exchange, a close-up, and a camera pull-back to a wide shot.
  • Supports multi-shot output and holds character appearance stable across cut transitions.
  • Ranked first in the Artificial Analysis image-to-video category at its April 2026 debut, ahead of Seedance 2.0.

What people use it for

  • Bringing illustrations or concept art to life with dialogue and matching lip movement.
  • Turning product photography into short e-commerce clips with motion and ambient sound.
  • Animating an approved storyboard keyframe while keeping its composition intact.
  • Character moments for short-form dramas where the starting frame already exists.

Reported strengths

  • Held the top image-to-video position in blind human-preference rankings on debut.
  • Speech and ambient audio are generated with the animation, removing a separate dubbing step.
  • Preserves the source image's look while adding physically convincing motion, per Alibaba's launch announcement.
  • Multi-shot sequencing from one input image, where most image-to-video models return a single continuous shot.

Reported limitations

  • Output length caps at 15 seconds per generation.
  • Access launched as a limited beta in April 2026, and Alibaba says the model is still under active development.
  • Its arena ranking comes from blind human-preference voting, which measures perceived quality rather than reliability on specific tasks.
  • Alibaba's image-to-video documentation is a mode description plus one worked example; behavior on multi-subject stills or unusual aspect ratios is undocumented.

Sources

  1. Alibaba Rolls Out HappyHorse 1.0 in Limited Beta (Alibaba Cloud)
  2. Alibaba's HappyHorse tops Seedance, offering glimpse into China's race for AI talent (South China Morning Post)
  3. Alibaba revealed as creator of AI video generation model 'HappyHorse-1.0' (CNBC)

HappyHorse Image-to-Video FAQ

  • What is HappyHorse Image-to-Video?

    HappyHorse Image-to-Video is an AI model (image to video) available on Artifio.ai through HappyHorse. You can run it in our workspace from a single shared wallet and download your outputs.

  • How much does HappyHorse Image-to-Video cost on Artifio?

    HappyHorse Image-to-Video has a starting estimate of $0.140 per second on Artifio.ai. Review the estimate for your settings in the workspace before confirming. Usage-billed models reconcile the final charge after generation.

  • How do I use HappyHorse Image-to-Video on Artifio?

    Click Generate Now to open the workspace at /create/happyhorse-image-to-video. Fill in the form fields, review the live cost estimate, and run your generation.

  • What kind of outputs does HappyHorse Image-to-Video produce?

    HappyHorse Image-to-Video is configured for image to video workflows in the AI content category. See the technical parameters below for supported inputs and options.

  • Can I try HappyHorse Image-to-Video for free?

    Sign up free, top up your wallet from $1, and you can run HappyHorse Image-to-Video pay-as-you-go without a separate subscription for this model.

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