HappyHorse Video Model Family Comparison: How to Choose Across Four Core Versions

Introduction: The HappyHorse Video Creation Ecosystem

In 2026, HappyHorse is building a complete AI video matrix: from text-to-video and image animation to multi-character reference generation and precision video editing. Compared with many other platforms, HappyHorse stands out in two areas: character-consistent reference workflows and long-duration video editing.

Many users still face the same question when choosing between v1-text-to-video, v1-image-to-video, v1-reference-to-video, and v1-video-edit: what is the actual difference, and which version fits my task?

This article maps all four HappyHorse variants using complete API parameter structures so you can make route-level decisions quickly.

HappyHorse tool hub: /home/happy-horse

I. Family Snapshot: One Table to Understand All Four

No. Model version Core function Input type Duration Unique advantage Best scenario
1v1-text-to-videoText to videoPrompt3-15sUp to 15s + multi-ratio supportConcept clips, creative ads
2v1-image-to-videoImage to video1 image + optional prompt3-15sFirst-frame driven animationAnimate static visuals
3v1-reference-to-videoReference image to video1-9 images + prompt3-15sMulti-character consistencyIP/character consistency videos
4v1-video-editVideo editing1 video + 0-5 refs3-60sUp to 60s editing + audio retainLocal modification and replacement

II. Four Models Deep Dive

Model 1: v1-text-to-video

This is HappyHorse's base text-to-video model for direct prompt-driven generation.

{
  "prompt": "Text prompt for scene/style (max 5000 chars)",
  "resolution": "720p / 1080p",
  "aspect_ratio": "16:9 / 9:16 / 1:1 / 4:3 / 3:4",
  "duration": 5,
  "seed": "Optional (0-2147483647)"
}

Key points: duration supports 3-15s, five aspect ratios, bilingual prompts up to 5000 characters.

Use cases: concept videos, creative ads, product demos, atmosphere clips.

Model 2: v1-image-to-video

This model generates motion from one first-frame image plus an optional prompt.

{
  "prompt": "Optional text prompt for constraints (max 5000 chars)",
  "image_urls": ["First-frame image URL (required, exactly one)"],
  "resolution": "720p / 1080p",
  "duration": 5,
  "seed": "Optional"
}

Image limits: JPEG/JPG/PNG/WEBP; width and height >= 300px; ratio 1:2.5 to 2.5:1; file <= 10MB.

Key points: prompt is optional; without prompt, motion is driven mainly by image content; duration 3-15s.

Use cases: animate old photos, illustration animation, dynamic product visuals.

Model 3: v1-reference-to-video (Signature Feature)

This is HappyHorse's signature model for multi-character or multi-object consistency based on ordered reference images.

{
  "prompt": "Use character1/character2/... to refer to subjects (max 5000 chars)",
  "image_urls": ["Reference images mapped to character1, character2..."],
  "resolution": "720p / 1080p",
  "aspect_ratio": "16:9 / 9:16 / 1:1 / 4:3 / 3:4",
  "duration": 5,
  "seed": "Optional"
}

Core mechanism: 1-9 images; order matters; prompt uses character1/character2 references; model keeps appearance consistency.

Image requirements: JPEG/JPG/PNG/WEBP; short side >= 400px (720p+ recommended); avoid blurry or over-compressed images; <= 10MB.

Use cases: character-consistent videos, multi-character ads, IP animation.

Model 4: v1-video-edit (Signature Feature)

This is the dedicated HappyHorse editing model with up to 60-second edit length and natural-language instruction control.

{
  "prompt": "Natural language edit instruction (max 5000 chars)",
  "video_url": "Input video URL (required, one video)",
  "reference_image": "Optional reference image URLs (0-5)",
  "resolution": "720p / 1080p",
  "audio_setting": "auto / origin",
  "seed": "Optional"
}

Video limits: MP4/MOV (H.264 recommended); 3-60s; long side <= 2160px; short side >= 320px; ratio 1:2.5 to 2.5:1; file <= 100MB; fps > 8.

Reference limits: 0-5 images; JPEG/JPG/PNG/WEBP; width and height >= 300px; ratio 1:2.5 to 2.5:1; <= 10MB.

Use cases: outfit swap, background replacement, style transfer, local edits.

III. Four-Model Comparison Summary

3.1 Core feature matrix

Feature v1-text-to-video v1-image-to-video v1-reference-to-video v1-video-edit
Text to video
Image to video
Multi-character reference
Video editing
Aspect ratio control
Audio retain
Max duration15s15s15s60s
Reference image count-11-90-5

3.2 Parameter complexity matrix

Model Required params Optional params Learning curve Best for
v1-text-to-video14EasyBeginners
v1-image-to-video14EasyBeginners
v1-reference-to-video24MediumCharacter consistency workflows
v1-video-edit24MediumPrecise editing workflows

3.3 Input/output matrix

Model Input Output duration Resolution
v1-text-to-videoPrompt3-15s720p/1080p
v1-image-to-video1 image + optional prompt3-15s720p/1080p
v1-reference-to-video1-9 images + prompt3-15s720p/1080p
v1-video-edit1 video + 0-5 images + prompt3-60s720p/1080p

IV. Model Selection Decision Tree

What is your task?
|
|-- Generate a new video from scratch
|   |-- No reference image -> v1-text-to-video
|   |-- One reference image (animate still image) -> v1-image-to-video
|   `-- 1-9 reference images (character consistency) -> v1-reference-to-video
|
`-- Edit an existing video
    `-- Need local edit / outfit swap / background swap -> v1-video-edit
        |-- Text instruction only -> no reference image
        `-- Need style/outfit reference -> pass 1-5 reference_image entries

V. Unique Advantages of HappyHorse

5.1 Up to 60-second video editing

Most video editing models focus on 5-15 second clips. HappyHorse v1-video-edit supports up to 60 seconds, making it stronger for longer-form local modifications.

5.2 Multi-character reference system

The character1/character2 mapping mechanism in v1-reference-to-video enables practical multi-character consistency for ads, animation, and IP content.

5.3 Flexible reference-image ranges

  • Image-to-video: 1 first-frame image
  • Reference-to-video: 1-9 reference images
  • Video-edit: 0-5 reference images

These ranges cover lightweight, medium, and advanced production needs in one product family.

VI. Final Recommendations

Use case Recommended model Core reason
Fast text-to-videov1-text-to-videoSimple setup + 5 aspect ratios
Animate still imagesv1-image-to-videoOptional prompt and flexible control
Character-consistent videosv1-reference-to-videoSignature 1-9 image reference system
Local video edit / replacementv1-video-editUp to 60s edit length + audio retain

One-line summary:

  • Daily prompt-to-video: v1-text-to-video
  • Static image animation: v1-image-to-video
  • Multi-character consistency: v1-reference-to-video (HappyHorse signature)
  • Video editing and outfit/background swap: v1-video-edit (up to 60s)

Ready to start? All four parameter sets can run directly in HappyHorse routes. Explore from the hub page: /home/happy-horse.