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29:Tf7e,# HappyHorse 1.0 â€” Text-to-Video & Image-to-Video AI Model

## What is HappyHorse 1.0?

HappyHorse 1.0 is Alibaba's unified video generation model, currently ranked #1 on the Artificial Analysis Video Arena for both text-to-video and image-to-video generation. Built on a 15-billion-parameter single-stream Transformer, HappyHorse generates cinematic video and synchronized audio in a single forward pass â€” no separate audio pipeline required.

The model supports native 1080p output, multilingual lip-sync across seven languages, and duration control from 2 to 15 seconds. Whether you are creating product demos, social media clips, or documentary-style sequences, HappyHorse delivers broadcast-quality results through a simple API call.

## Key Features

HappyHorse combines several capabilities that set it apart from other video generation models. Joint audio-video synthesis produces speech, ambient sound, and lip-synced motion together. Native 1080p resolution ensures delivery-ready output without upscaling. The model supports both text-to-video and image-to-video modes, with optional first-frame and last-frame inputs for controlled transitions. Multilingual lip-sync covers English, Mandarin, Cantonese, Japanese, Korean, German, and French at phoneme-level precision. A built-in prompt extension feature rewrites short prompts into detailed cinematic descriptions automatically.

## Best Use Cases

HappyHorse performs exceptionally well for cinematic nature footage and documentary-style sequences with smooth motion and warm color grading. Testing confirms strong results on nature and animal prompts, with natural dust particles, shallow depth of field, and golden-hour lighting rendered accurately.

Product teams can use image-to-video mode to animate concept art or hero shots. Marketing teams benefit from the multilingual lip-sync for localized explainer videos without separate dubbing. Short-form content creators can generate vertical 9:16 clips optimized for TikTok, Reels, and Shorts. The audio-driven mode enables talking-head videos synced to uploaded speech files.

## Prompt Tips and Output Quality

Describe your scene with specific motion, camera style, and lighting cues. Prompts like "cinematic slow motion, warm golden hour lighting, shallow depth of field" consistently produce high-quality results. Enable prompt extension for short descriptions â€” the built-in LLM adds cinematic detail automatically.

Use 720P for fast iteration at approximately 95 seconds per generation, then switch to 1080P for final delivery. Set negative prompts to "blurry, low quality, distorted, watermark, text" to suppress common artifacts. A 5-second duration at 16:9 aspect ratio is the recommended starting point for most use cases.

## FAQs

**Does HappyHorse generate audio with the video?**
Yes. HappyHorse produces synchronized audio â€” including speech, ambient sound, and music â€” in the same generation pass as the video. No separate audio model is needed.

**What languages does lip-sync support?**
Lip-sync works across seven languages: English, Mandarin, Cantonese, Japanese, Korean, German, and French, with phoneme-level alignment for natural mouth movements.

**What is the maximum video duration?**
HappyHorse supports videos from 2 to 15 seconds per generation.

**Can I control the starting and ending frames?**
Yes. In image-to-video mode, you can provide both a first frame and a last frame. The model generates smooth motion between them.

**How does prompt extension work?**
When enabled, an LLM rewrites your prompt with cinematic detail â€” camera angles, lighting, motion cues â€” before generation. This improves output quality significantly for short or terse prompts.

**What is the difference between 720P and 1080P?**
720P generates faster and costs $0.875 per clip â€” ideal for previews. 1080P costs $1.50 and delivers broadcast-quality resolution for final output.
2a:T99d,# How to Use HappyHorse 1.0 for AI Video Generation

HappyHorse 1.0 generates cinematic video with synchronized audio from text prompts, reference images, or audio inputs. This guide covers the best parameter settings for different workflows.

## Getting Started

The simplest way to generate a video is text-to-video mode. Provide a detailed prompt describing your scene, subjects, motion, and camera style. Set resolution to 720P for fast previews or 1080P for final delivery. A 5-second duration at 16:9 aspect ratio is the recommended default.

## Recommended Settings

These settings were validated during testing and produce consistent, high-quality results:

**Quick preview:** Resolution 720P, Duration 5s, Prompt Extend on, Aspect Ratio 16:9. Generates in approximately 95 seconds.

**Production quality:** Resolution 1080P, Duration 5-10s, Prompt Extend off (use your own detailed prompt), Aspect Ratio 16:9.

**Vertical social content:** Resolution 720P, Duration 5s, Aspect Ratio 9:16. Optimized for TikTok, Reels, and Shorts.

**Image-to-video:** Upload a first frame image, optionally add a last frame for controlled transitions. Aspect ratio is determined by the input image.

## Writing Effective Prompts

HappyHorse responds best to prompts that specify motion, lighting, and camera behavior. Include terms like "cinematic slow motion," "tracking shot," "shallow depth of field," or "golden hour lighting" for professional results. The model handles nature, animals, and documentary-style scenes particularly well.

Enable prompt extension for brief descriptions â€” it adds cinematic detail automatically. Disable it when you need precise control over every element.

## Suppressing Artifacts

Set the negative prompt to "blurry, low quality, distorted, watermark, text" to suppress common artifacts. This combination was tested and effectively removes unwanted elements from output.

## Audio and Lip-Sync

For talking-head or voiceover-driven scenes, provide an audio URL (MP3 or WAV, 3-30 seconds, max 15MB). HappyHorse generates lip-synced motion aligned to the speech at phoneme level. Supported languages include English, Mandarin, Cantonese, Japanese, Korean, German, and French.

## Cost Optimization

Use 720P for iteration and testing, then switch to 1080P only for final renders. At $0.875 per 720P generation, you can preview multiple variations before committing to a $1.50 production render.
2b:T54a,## How Pricing Works

HappyHorse 1.0 uses per-second, resolution-based pricing. You pay based on the duration and resolution of the generated video. Shorter clips cost less, so you only pay for the output you need.

### Pricing Table

| Resolution | Rate | 3s Video | 5s Video | 10s Video | 15s Video |
|---|---|---|---|---|---|
| 720P | $0.2002/s | $0.60 | $1.00 | $2.00 | $3.00 |
| 1080P | $0.3432/s | $1.03 | $1.72 | $3.43 | $5.15 |

### Cost Optimization Tips

- Use 720P for iteration and prompt testing, then switch to 1080P only for final renders. 720P costs 42% less per second.
- Keep preview clips short (3-5 seconds) during prompt iteration. A 3-second 720P preview costs just $0.60.
- Prompt extension is free and significantly improves output quality on short prompts. Always enable it unless you need precise control.
- Audio-driven lip-sync and image-to-video modes cost the same as text-to-video at the same resolution and duration. No surcharge for advanced input types.

### Example Scenario

A marketing agency producing 20 social video ads per week: 15 preview renders at 720P, 5 seconds each ($1.00 x 15 = $15.00) plus 5 final 1080P renders at 5 seconds ($1.72 x 5 = $8.60). Weekly total: $23.60. Monthly: approximately $94.40 for 80 production-ready videos. 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33:Tf7e,# HappyHorse 1.0 â€” Text-to-Video & Image-to-Video AI Model

## What is HappyHorse 1.0?

HappyHorse 1.0 is Alibaba's unified video generation model, currently ranked #1 on the Artificial Analysis Video Arena for both text-to-video and image-to-video generation. Built on a 15-billion-parameter single-stream Transformer, HappyHorse generates cinematic video and synchronized audio in a single forward pass â€” no separate audio pipeline required.

The model supports native 1080p output, multilingual lip-sync across seven languages, and duration control from 2 to 15 seconds. Whether you are creating product demos, social media clips, or documentary-style sequences, HappyHorse delivers broadcast-quality results through a simple API call.

## Key Features

HappyHorse combines several capabilities that set it apart from other video generation models. Joint audio-video synthesis produces speech, ambient sound, and lip-synced motion together. Native 1080p resolution ensures delivery-ready output without upscaling. The model supports both text-to-video and image-to-video modes, with optional first-frame and last-frame inputs for controlled transitions. Multilingual lip-sync covers English, Mandarin, Cantonese, Japanese, Korean, German, and French at phoneme-level precision. A built-in prompt extension feature rewrites short prompts into detailed cinematic descriptions automatically.

## Best Use Cases

HappyHorse performs exceptionally well for cinematic nature footage and documentary-style sequences with smooth motion and warm color grading. Testing confirms strong results on nature and animal prompts, with natural dust particles, shallow depth of field, and golden-hour lighting rendered accurately.

Product teams can use image-to-video mode to animate concept art or hero shots. Marketing teams benefit from the multilingual lip-sync for localized explainer videos without separate dubbing. Short-form content creators can generate vertical 9:16 clips optimized for TikTok, Reels, and Shorts. The audio-driven mode enables talking-head videos synced to uploaded speech files.

## Prompt Tips and Output Quality

Describe your scene with specific motion, camera style, and lighting cues. Prompts like "cinematic slow motion, warm golden hour lighting, shallow depth of field" consistently produce high-quality results. Enable prompt extension for short descriptions â€” the built-in LLM adds cinematic detail automatically.

Use 720P for fast iteration at approximately 95 seconds per generation, then switch to 1080P for final delivery. Set negative prompts to "blurry, low quality, distorted, watermark, text" to suppress common artifacts. A 5-second duration at 16:9 aspect ratio is the recommended starting point for most use cases.

## FAQs

**Does HappyHorse generate audio with the video?**
Yes. HappyHorse produces synchronized audio â€” including speech, ambient sound, and music â€” in the same generation pass as the video. No separate audio model is needed.

**What languages does lip-sync support?**
Lip-sync works across seven languages: English, Mandarin, Cantonese, Japanese, Korean, German, and French, with phoneme-level alignment for natural mouth movements.

**What is the maximum video duration?**
HappyHorse supports videos from 2 to 15 seconds per generation.

**Can I control the starting and ending frames?**
Yes. In image-to-video mode, you can provide both a first frame and a last frame. The model generates smooth motion between them.

**How does prompt extension work?**
When enabled, an LLM rewrites your prompt with cinematic detail â€” camera angles, lighting, motion cues â€” before generation. This improves output quality significantly for short or terse prompts.

**What is the difference between 720P and 1080P?**
720P generates faster and costs $0.875 per clip â€” ideal for previews. 1080P costs $1.50 and delivers broadcast-quality resolution for final output.
34:T99d,# How to Use HappyHorse 1.0 for AI Video Generation

HappyHorse 1.0 generates cinematic video with synchronized audio from text prompts, reference images, or audio inputs. This guide covers the best parameter settings for different workflows.

## Getting Started

The simplest way to generate a video is text-to-video mode. Provide a detailed prompt describing your scene, subjects, motion, and camera style. Set resolution to 720P for fast previews or 1080P for final delivery. A 5-second duration at 16:9 aspect ratio is the recommended default.

## Recommended Settings

These settings were validated during testing and produce consistent, high-quality results:

**Quick preview:** Resolution 720P, Duration 5s, Prompt Extend on, Aspect Ratio 16:9. Generates in approximately 95 seconds.

**Production quality:** Resolution 1080P, Duration 5-10s, Prompt Extend off (use your own detailed prompt), Aspect Ratio 16:9.

**Vertical social content:** Resolution 720P, Duration 5s, Aspect Ratio 9:16. Optimized for TikTok, Reels, and Shorts.

**Image-to-video:** Upload a first frame image, optionally add a last frame for controlled transitions. Aspect ratio is determined by the input image.

## Writing Effective Prompts

HappyHorse responds best to prompts that specify motion, lighting, and camera behavior. Include terms like "cinematic slow motion," "tracking shot," "shallow depth of field," or "golden hour lighting" for professional results. The model handles nature, animals, and documentary-style scenes particularly well.

Enable prompt extension for brief descriptions â€” it adds cinematic detail automatically. Disable it when you need precise control over every element.

## Suppressing Artifacts

Set the negative prompt to "blurry, low quality, distorted, watermark, text" to suppress common artifacts. This combination was tested and effectively removes unwanted elements from output.

## Audio and Lip-Sync

For talking-head or voiceover-driven scenes, provide an audio URL (MP3 or WAV, 3-30 seconds, max 15MB). HappyHorse generates lip-synced motion aligned to the speech at phoneme level. Supported languages include English, Mandarin, Cantonese, Japanese, Korean, German, and French.

## Cost Optimization

Use 720P for iteration and testing, then switch to 1080P only for final renders. At $0.875 per 720P generation, you can preview multiple variations before committing to a $1.50 production render.
35:T54a,## How Pricing Works

HappyHorse 1.0 uses per-second, resolution-based pricing. You pay based on the duration and resolution of the generated video. Shorter clips cost less, so you only pay for the output you need.

### Pricing Table

| Resolution | Rate | 3s Video | 5s Video | 10s Video | 15s Video |
|---|---|---|---|---|---|
| 720P | $0.2002/s | $0.60 | $1.00 | $2.00 | $3.00 |
| 1080P | $0.3432/s | $1.03 | $1.72 | $3.43 | $5.15 |

### Cost Optimization Tips

- Use 720P for iteration and prompt testing, then switch to 1080P only for final renders. 720P costs 42% less per second.
- Keep preview clips short (3-5 seconds) during prompt iteration. A 3-second 720P preview costs just $0.60.
- Prompt extension is free and significantly improves output quality on short prompts. Always enable it unless you need precise control.
- Audio-driven lip-sync and image-to-video modes cost the same as text-to-video at the same resolution and duration. No surcharge for advanced input types.

### Example Scenario

A marketing agency producing 20 social video ads per week: 15 preview renders at 720P, 5 seconds each ($1.00 x 15 = $15.00) plus 5 final 1080P renders at 5 seconds ($1.72 x 5 = $8.60). Weekly total: $23.60. Monthly: approximately $94.40 for 80 production-ready videos. Longer 10-second hero videos at 1080P cost $3.43 each.31:["$","$L32",null,{"route":"happyhorse","modelDetails":{"title":"HappyHorse 1.0","thumbnail_image":"https://segmind-resources.s3.amazonaws.com/output/happyhorse-1324.webp","type":"imageToVideo","model_type":"SO","is_depreciated":false,"meta_description":"Generate cinematic 1080p videos with synchronized audio, lip-sync, and native multilingual support from text or images.","seo_description":"$33","guide":"$34","pricing_guide":"$35","artifacts":"$1e:props:modelDetails:artifacts","default_image_output":"https://segmind-resources.s3.amazonaws.com/output/happyhorse-example-output.mp4","default_response":null,"parameters":"$1e:props:modelDetails:parameters","endpoints":"$1e:props:modelDetails:endpoints","api_notes":"$1e:props:modelDetails:api_notes","model_outputs":null,"llm_capabilities":null,"license":"","github_link":null,"inference_provider":"DASHSCOPE","created_ts":"2026-04-28 04:43:26.844001+00:00","slug":"happyhorse","name":"HappyHorse 1.0","description":"Cinematic 1080p text-to-video with native audio and lip-sync.","category":"imageToVideo","modality":"video","input":"image","output":"video","provider":"ALIBABA","thumbnail_url":"https://segmind-resources.s3.amazonaws.com/output/happyhorse-1324.webp","is_new":false,"coming_soon":false,"popularity_score":33,"category_percentile":72,"average_cost":2.9257799999999996,"latency_seconds":157.68521,"created_at":"2026-04-28 04:43:26.844001+00:00","parameters_schema":"$1e:props:modelDetails:parameters_schema"},"relatedTemplates":[],"popularModels":[{"slug":"wan3.0-video","title":"Wan 3.0 Video","description":"Generate 30-second 1080p video with native audio.","type":"imageToVideo","partner":"ALIBABA","thumbnail_image":"https://segmind-resources.s3.amazonaws.com/output/wan3.0-video-1838.webp","default_image_output":"","is_new":false,"coming_soon":false,"is_visible":true,"segmind":true,"is_depreciated":false,"parameters":null,"latency":300.75646,"average_cost":0.8053931402533608,"created_at":"2026-08-14 03:30:03.720348+00:00","popularity_score":78,"popularity_scale":"score","category_percentile":97},{"slug":"wan3.0-video-prime","title":"Wan 3.0 Video Prime","description":"Fast 30-second 1080p video with native audio and lip-sync.","type":"imageToVideo","partner":"ALIBABA","thumbnail_image":"https://segmind-resources.s3.amazonaws.com/output/wan3.0-video-prime-2619.webp","default_image_output":"","is_new":true,"coming_soon":false,"is_visible":true,"segmind":true,"is_depreciated":false,"parameters":null,"latency":121.02769,"average_cost":1.4260316554809844,"created_at":"2026-09-27 12:48:48.979351+00:00","popularity_score":57,"popularity_scale":"score","category_percentile":94},{"slug":"wan-2.2-i2v-flash","title":"Wan 2.2 Image to Video Flash","description":"Convert a single image into a coherent dynamic video.","type":"imageToVideo","partner":"ALIBABA","thumbnail_image":"https://segmind-resources.s3.amazonaws.com/output/wan-2.2-i2v-flash-4490.png","default_image_output":"","is_new":false,"coming_soon":false,"is_visible":true,"segmind":true,"is_depreciated":false,"parameters":null,"latency":54.635,"average_cost":0.23155629453681711,"created_at":"2026-03-02 22:23:19.624237+00:00","popularity_score":51,"popularity_scale":"score","category_percentile":92},{"slug":"wan2.6-i2v-flash","title":"Wan 2.6 Image to Video Flash","description":"Animate photos into 15-second 1080p video with native audio.","type":"imageToVideo","partner":"ALIBABA","thumbnail_image":"https://segmind-resources.s3.amazonaws.com/output/wan2.6-i2v-flash-2597.webp","default_image_output":"","is_new":false,"coming_soon":false,"is_visible":true,"segmind":true,"is_depreciated":false,"parameters":null,"latency":88.16709,"average_cost":0.30668402777777776,"created_at":"2026-08-13 03:44:19.847351+00:00","popularity_score":43,"popularity_scale":"score","category_percentile":85}]}]
