each::sense is live
Eachlabs | AI Workflows for app builders

KLING-V1.6

With Kling v1.6 Pro Image to Video, static images transform into clear, polished videos optimized for consistency and visual clarity.

Avg Run Time: 270.000s

Model Slug: kling-v1-6-pro-image-to-video

Playground

Input

Enter a URL or choose a file from your computer.

Advanced Controls

Output

Example Result

Preview and download your result.

Unsupported conditions - pricing not available for this input format

API & SDK

Create a Prediction

Send a POST request to create a new prediction. This will return a prediction ID that you'll use to check the result. The request should include your model inputs and API key.

Get Prediction Result

Poll the prediction endpoint with the prediction ID until the result is ready. The API uses long-polling, so you'll need to repeatedly check until you receive a success status.

Readme

Table of Contents
Overview
Technical Specifications
Key Considerations
Tips & Tricks
Capabilities
What Can I Use It For?
Things to Be Aware Of
Limitations

Overview

kling-v1-6-pro-image-to-video — Image-to-Video AI Model

Transform static images into dynamic, high-quality videos with kling-v1-6-pro-image-to-video, the Pro version of Kling's v1.6 family that excels in image-to-video generation using first- and last-frame conditioning for precise motion control. Developed by Kuaishou Technology, this image-to-video AI model solves the challenge of animating photos with exceptional consistency, supporting up to 1080p resolution and delivering polished outputs ideal for creators seeking Kling image-to-video capabilities. Whether you're enhancing product shots or storytelling visuals, kling-v1-6-pro-image-to-video ensures fluid transitions and realistic movements without common artifacts.

Technical Specifications

What Sets kling-v1-6-pro-image-to-video Apart

The kling-v1-6-pro-image-to-video API stands out in the competitive landscape of image-to-video AI models through its rare support for both first- and last-frame conditioning, a feature shared by only a few Kling variants like 2.1 Pro and 01 I2V. This enables precise control over video start and end points, allowing seamless loops or transitions that maintain structural integrity. It supports resolutions from 360p to 1080p, with the Pro I2V mode optimized for 1080p outputs in short-form videos typically 5-10 seconds long.

  • Dual-frame conditioning (first + last): Locks both initial and final frames from input images, ensuring temporal coherence that's unmatched in most standard image-to-video tools—perfect for looping animations or story continuations.
  • High-resolution I2V at 1080p: Delivers sharp, realistic visuals up to full HD, outperforming legacy models limited to 720p, with refined lighting and motion fluidity for professional-grade results.
  • Pro-level sharpness and camera control: Enhances image inputs with accurate action, motion, and framing, reducing inconsistencies seen in basic animators.

These specs make it a top choice for developers integrating Kling image-to-video into apps requiring reliable, high-fidelity animation from static assets.

Key Considerations

Prompt relevance is crucial for directing video motion and styling. Irrelevant or vague prompts may lead to unpredictable results.

cfg_scale settings outside recommended ranges can produce overly rigid or excessively chaotic animations.

Aspect ratio should match the intended platform to avoid automatic cropping or scaling.

Tail image should have a matching resolution and aspect ratio to the main image for seamless video endings.

Negative prompts must be contextually aligned with the main prompt to avoid conflicting outcomes.


Legal Information for Kling v1.6 Pro Image to Video

By using this Kling v1.6 Pro Image to Video, you agree to:

Tips & Tricks

How to Use kling-v1-6-pro-image-to-video on Eachlabs

Access kling-v1-6-pro-image-to-video seamlessly on Eachlabs via the Playground for instant testing, API for production-scale integrations, or SDK for custom apps. Upload your input image, add a descriptive prompt, set first/last-frame conditioning, resolution up to 1080p, and duration (typically 5-10s). Generate high-quality MP4 outputs with fluid motion and download or pipe directly into workflows—optimized for speed and consistency.

---

Capabilities

Converts static images into short video clips

Supports prompt-based control over video movement and visual effects

Allows exclusion of unwanted features using negative prompts

Offers multiple aspect ratio and duration options

Optionally appends a final image frame to videos

What Can I Use It For?

Use Cases for kling-v1-6-pro-image-to-video

Content creators animating social media visuals can upload a product photo and use first-frame conditioning to generate a 1080p video of it rotating smoothly, ideal for Instagram Reels without needing complex editing software.

Marketers building e-commerce campaigns feed a static image of apparel with a prompt like "the red dress gently sways in a breeze on a fashion runway, camera pans right from first frame to model walking away," leveraging last-frame control for polished promo clips that boost engagement.

Developers seeking a robust image-to-video AI model for apps integrate the kling-v1-6-pro-image-to-video API to automate photo-to-video conversion, such as turning user-uploaded portraits into expressive talking-head previews with consistent motion.

Designers prototyping UI animations input wireframe screenshots and specify dual-frame constraints for seamless transitions, like "start with static button, end expanded with glow effect," streamlining mockup-to-demo workflows.

Things to Be Aware Of

Use a prompt that describes both the atmosphere and the type of motion
Example: “A mystical forest clearing with fog slowly rising at dawn”

Try setting cfg_scale to 0.85 for balanced prompt fidelity and smooth motion

Combine a tail_image_url with a natural closing prompt like “fading to white” for seamless video endings

Test different aspect ratios for various platforms:

  • 16:9 for YouTube and web
  • 9:16 for Instagram stories and TikTok
  • 1:1 for Instagram posts or avatars

Exclude unwanted motion artifacts by adding relevant keywords to negative_prompt like “blurry”, “artifact”, “low-res”

Adjust duration based on content complexity — subtle animations often work better at 5 seconds, while scene changes benefit from 10 seconds.

Limitations

Generated video quality depends heavily on the input image resolution and clarity.

Complex, highly detailed prompts may not be fully realized if they exceed Kling v1.6 Pro Image to Video's capacity.

Videos are limited to a maximum of 10 seconds.

Aspect ratio changes might lead to cropping or distortion if the input image does not match the selected ratio.

Tail image requires manual size matching to avoid visual inconsistencies.

cfg_scale values too high or too low may cause the video to deviate from expected results.

Output Format: MP4

Pricing

Pricing Type: Dynamic

What this rule does

Pricing Rules

DurationPrice
5$0.49
10$0.98