kling/kling-o1 models

kling-o1 by Kling — AI Model Family

The kling-o1 family represents Kling's most advanced video generation and editing suite, designed for creators who demand precise control over motion, character consistency, and visual quality. This family bridges the gap between traditional video editing and AI-powered generation, enabling professionals to transform existing footage, animate static images, and create reference-based video content with exceptional structural integrity.

The kling-o1 family encompasses five specialized models across three core categories: Image-to-Video generation, Video-to-Video editing and referencing, and Image-to-Image transformation. Each model is purpose-built for specific creative workflows, from animating concept art to performing context-aware video edits that preserve camera movement and subject motion.

kling-o1 Capabilities and Use Cases

Image-to-Video Models

The Kling O1 | Reference Image to Video and Kling O1 | Image to Video models animate static images into cinematic sequences with first-frame and last-frame conditioning support. These models excel at bringing concept art, character sheets, and illustrations to life while maintaining precise control over how the animation begins and ends.

A character animator might use this capability with a prompt like: "Animate this character sheet into a walking sequence through a futuristic city, maintaining the exact pose and expression from the reference image." The model preserves the input image's visual characteristics while generating smooth, physically plausible motion across 3–10 seconds at resolutions up to 2160p (4K).

Video-to-Video Models

The Kling O1 | Video to Video | Edit model performs context-aware video editing that maintains the exact motion and camera behavior of the original clip while transforming appearance and setting. Unlike traditional frame-by-frame editing tools, this model analyzes the spatial structure and motion patterns of the entire clip, applying changes that remain consistent with camera movement and subject actions.

For example, a filmmaker could edit a scene with the instruction: "Replace the character with a different actor while keeping the same movement and camera framing. Change the environment to a medieval castle." The model handles this through natural-language prompts rather than manual masking, supporting up to four combined reference elements in a single edit.

The Kling O1 | Video to Video Reference model enables reference-based generation, allowing creators to guide video transformations using multiple visual sources while preserving the original motion structure.

Image-to-Image Transformation

The Kling O1 (Image to Image) model completes the family, enabling style transfers and visual transformations on static images with the same precision and control that defines the broader kling-o1 suite.

Technical Specifications

All kling-o1 models support input durations of 3–10 seconds and output resolutions from 720p to 4K (2160p). Supported formats include .mp4, .mov, .webm, .m4v, and .gif, with a maximum file size of 200MB. Duration-based pricing scales with clip length, typically ranging from $0.50–$1.68 for standard 3–10 second clips.

What Makes kling-o1 Stand Out

The kling-o1 family distinguishes itself through motion integrity—a core technical achievement that preserves camera paths, body movement, and timing while transforming visual content. This capability sets it apart from standard video generation models that may alter motion as a byproduct of style or character changes.

Structured visual inputs enable creators to provide frontal images plus multiple angle references, delivering richer context for more accurate transformations. The family's support for both first- and last-frame conditioning offers precise control over video start and end states, essential for seamless scene transitions and looping sequences.

The kling-o1 suite is ideal for professional video editors, character animators, concept artists, and content creators who require production-ready output with predictable, controllable results. Its emphasis on structural control and motion preservation makes it particularly valuable for projects where visual consistency and precise framing are non-negotiable.

Access kling-o1 Models via each::labs API

All kling-o1 models are accessible through the each::labs platform, providing a unified API for seamless integration into your creative workflows. Rather than managing multiple provider accounts, you can access the entire kling-o1 family—from image-to-video animation to advanced video editing—through a single, developer-friendly interface.

The each::labs Playground lets you experiment with each model interactively, while the SDK enables programmatic access for production pipelines. Whether you're building a video editing application, automating content creation, or exploring advanced AI-powered creative tools, each::labs streamlines access to kling-o1's full capabilities.

Sign up to explore the full kling-o1 model family on each::labs.