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Alibaba · Video model family · Live on Molyin

HappyHorse

Alibaba's high-fidelity motion video model — text, image, and reference-to-video in one family, plus an editing model that rewrites footage you already have. Live on Molyin at limited-time pricing.

  • 3–15s videos
  • 720p & 1080p
  • 9 aspect ratios
  • Limited-time pricing

Every new account starts with free credits — you can put HappyHorse through its paces before spending anything.

Free event live

HappyHorse Is Free Right Now

For a limited time, every account gets 5 free HappyHorse videos a day — any resolution, duration, or aspect ratio, zero credits spent. No catch, no watermark wall: the same model, on the house.

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What Is HappyHorse?

HappyHorse is a family of AI video generation models developed by Alibaba, built around one obsession: motion that looks like it was filmed, not assembled. The flagship, HappyHorse 1.1, generates clips from a text prompt, animates a still image into video, or composes a scene from reference images — with the fluid camera work and physical coherence that made the model's name. Alongside it sits HappyHorse Video Edit, which takes a clip you already have and rewrites it from a plain-language instruction: swap the style, replace an object, keep everything else intact.

The spec sheet is unusually generous for a video model. Length is a continuous dial from 3 to 15 seconds — any integer, not a menu of presets — at 720p or 1080p. Nine aspect ratios cover every feed that matters, including 4:5, 5:4, and the ultra-tall 9:21 that most rivals simply don't offer. A seed control lets you reproduce and iterate on a result. HappyHorse 1.1 also generates native audio that matches the scene — while Video Edit keeps your source clip's original soundtrack.

On Molyin, HappyHorse runs inside the same AI video generator as the rest of our lineup — one prompt box, one credit balance. Editing has a dedicated home in the AI video editor, and if you want to see the model flexing on a live moment, the World Cup final page runs on it. Credits work the same everywhere; the pricing page has the numbers.

The HappyHorse Model Family

Two models, one engine. HappyHorse 1.1 creates footage from scratch; HappyHorse Video Edit transforms footage you bring. Knowing which to reach for saves both time and credits.

CompareHappyHorse 1.1HappyHorse Video Edit
ModesText-to-video · Image-to-video · Reference-to-videoVideo edit — rewrite an existing clip with a plain-language instruction
Price13 credits/s at 720p · 17 credits/s at 1080p (limited-time)25 credits/s at 720p · 45 credits/s at 1080p
InputsA prompt, a first-frame image, or reference imagesA source video (3–15s) plus up to 5 reference images
Output3–15s at any of 9 aspect ratios, 720p or 1080pFollows the source clip's length and aspect ratio, original audio kept
Choose it whenYou're starting from an idea, a still, or a mood boardYou have footage that's almost right and want to change what's in it, not reshoot it

Both models share one credit balance on Molyin. Prices shown are the current execution rates; the 1.1 rate is a limited-time offer.

HappyHorse Specs at a Glance

The exact numbers, straight from our integration — the details most model pages leave out.

SpecHappyHorse 1.1
DurationAny length from 3 to 15 seconds — a continuous slider, not fixed presets. Need exactly 7 seconds for an ad slot? Dial in 7.
Resolution720p and 1080p.
Aspect ratiosNine: 16:9, 9:16, 4:3, 3:4, 4:5, 5:4, 21:9, 9:21, 1:1 — including 4:5, 5:4, and 9:21, which Seedance doesn't offer.
Reference inputReference-to-video accepts images only. In image-to-video, the output follows your first frame's aspect ratio automatically.
AudioNative audio generation. HappyHorse Video Edit keeps the source clip's original soundtrack.
Seed controlYes. Fix the seed to reproduce a result, or vary it to explore takes on the same prompt.

HappyHorse vs Seedance 2.0

Both are live on Molyin, and they're genuinely complementary — one prompt box, one credit balance, so the honest answer to "which one?" is: run your prompt on both and keep the winner.

SpecHappyHorse 1.1Seedance 2.0
Duration3–15s, continuous4–15s, continuous
Resolution720p · 1080p480p · 720p · 1080p
Aspect ratios9 — adds 4:5, 5:4, and 9:216
AudioNative audio generationNative audio generation
Price13 credits/s at 720p · 17 credits/s at 1080p (limited-time)25 credits/s at 720p · 60 credits/s at 1080p
Reaches its best inFluid motion, feed-native vertical formats, high-volume creation on a budgetSound-on storytelling, 480p quick drafts, dialogue and ambience baked in

Rates shown are current execution prices on Molyin; the HappyHorse 1.1 rate is a limited-time offer.

HappyHorse Prompt Examples

Copy one, tweak the details, and generate. HappyHorse rewards concrete language: name the camera move, the light, and the one thing that should feel alive.

Text-to-video

Slow-motion shot of a striker volleying a ball into the top corner, stadium lights flaring, confetti frozen mid-air, crowd rising in the background, broadcast-camera framing, 16:9.

Match-day energy without match-day footage — built for reaction clips and sports memes.

Image-to-video

The product in the photo rotates slowly on a matte pedestal, soft studio key light sweeping across its surface, shallow depth of field, background melting into warm gradient.

Start from a single product photo; the output follows your image's aspect ratio automatically.

Text-to-video · 4:5

Handheld golden-hour walk through a neon-lit night market, steam rising from food stalls, lens flares drifting past, the camera weaving between people, cinematic color grade.

4:5 is a HappyHorse exclusive in our lineup — feed-native framing with no crop.

Text-to-video

A corgi in a tiny raincoat leaps over a puddle in slow motion, droplets scattering like glass beads, overcast soft light, low tracking camera at paw level.

Fur, water, and slow motion in one shot — exactly the physics HappyHorse is good at.

What People Make with HappyHorse

Six places the model has already found work. Each starts from a sentence and ends as a clip ready to post.

Sports memes & fan clips

  • goal celebration video
  • AI sports meme
  • fan reaction clip

Product showcases

  • product demo video
  • 360 product spin
  • ecommerce ad clip

Social shorts

  • vertical short video
  • reels b-roll
  • story-format clip

Pet videos

  • funny pet video
  • dog slow motion clip
  • cat meme video

Tutorials & explainers

  • explainer b-roll
  • how-to intro clip
  • course visuals

Travel & places

  • cinematic travel video
  • city timelapse clip
  • destination teaser

HappyHorse FAQ

What creators ask about Alibaba's video model — answered from our own integration.

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