Kling O1 Edit Video [Pro] Video to Video
Input
Type @ to reference relevant media.
Reference as @Video1 in your prompt
Hint: Drag and drop video files from your computer, video from web pages, paste from clipboard (Ctrl/Cmd+V), or provide a URL. Accepted file types: mp4, mov, webm, m4v, gif
Hint: Drag and drop files from your computer, images from web pages, paste from clipboard (Ctrl/Cmd+V), or provide a URL.
Reference as @Element1 in your prompt
Hint: Drag and drop image files from your computer, images from web pages, paste from clipboard (Ctrl/Cmd+V), or provide a URL. Accepted file types: jpg, jpeg, png, webp, gif, avif
Hint: Drag and drop files from your computer, images from web pages, paste from clipboard (Ctrl/Cmd+V), or provide a URL.
Customize your input with more control.
Logs
Kling O1 Edit: Video to Video [video editing]
Kuaishou's Kling O1 Edit delivers natural language video transformation at $0.168 per second, trading traditional masking workflows for prompt-based editing that preserves original motion structure. The model accepts up to 4 combined reference elements and images, enabling complex character swaps and environment transformations through simple text commands.
Built for: Character replacement in existing footage | Scene environment transformations | Style transfer while maintaining motion
Context-Aware Video Transformation Without Masking
Kling O1 Edit operates on a fundamentally different approach than frame-by-frame editing tools: it understands the entire motion structure of your input video and applies transformations that respect camera angles, movement patterns, and spatial relationships. Where traditional video editing requires manual masking and frame-level adjustments, this model interprets natural language instructions and applies them across the full video duration.
What this means for you:
- Multi-reference editing: Combine up to 4 total elements and reference images in a single transformation, enabling complex character swaps with specific style references
- Motion preservation: Original camera movements and subject motion remain intact while subjects, settings, and visual style transform according to your prompt
- Natural language control: Direct the edit through conversational instructions rather than technical parameters. Example: "Replace the character with @Element1, maintaining the same movements and camera angles. Transform the landscape into @Image1"
- Audio preservation: Choose to keep original audio from your source video or generate silent output through the keep_audio parameter
- Element structure: Each element accepts one frontal image plus multiple reference angles (frontal_image_url + reference_image_urls array), giving the model comprehensive visual context for accurate transformations
Performance That Scales
Kling O1 Edit's per-second pricing model reflects the computational complexity of motion-preserving video transformation, with costs scaling directly to your input video duration.
| Metric | Result | Context |
|---|---|---|
| Cost per Video | $0.50-$1.68 | Based on 3-10 second input duration at $0.168/second |
| Input Duration | 3-10 seconds | Supports .mp4, .mov, .webm, .m4v, .gif up to 200MB |
| Resolution Range | 720-2160px | Accepts standard HD through 4K input resolutions |
| Reference Capacity | Up to 4 total | Combined limit for elements and style reference images |
Technical Specifications
| Spec | Details |
|---|---|
| Architecture | Kling O1 Edit |
| Input Formats | Video (.mp4, .mov, .webm, .m4v, .gif), reference images (.jpg, .jpeg, .png, .webp, .gif, .avif) |
| Output Formats | .mp4 video |
| Video Duration | 3-10 seconds (output matches input duration) |
| Audio Handling | Optional audio preservation via keep_audio parameter (default: false) |
| Prompt Syntax | @Element1, @Element2 for tracked elements; @Image1, @Image2 for style references |
| License | Commercial use via fal partnership |
How It Stacks Up
Sora 2 Video to Video - Kling O1 Edit prioritizes multi-reference element control with up to 4 combined inputs for complex character and environment transformations. Sora 2's remix capabilities emphasize broader creative reinterpretation and style transfer across longer video durations, ideal for narrative content that requires substantial visual reimagining.
Wan Video to Video - Kling O1 Edit's natural language interface eliminates technical parameter tuning, making it accessible for creators who want direct prompt-based control. Wan's video-to-video endpoint offers granular parameter control for users who need precise technical adjustments in their transformation workflows.
AnimateDiff Video to Video - Kling O1 Edit maintains original motion structure while transforming visual content, preserving the exact camera movements and subject actions from your source footage. AnimateDiff focuses on animation-style transformations and motion synthesis, serving creators building stylized or animated content from video references.