Kling O1 Pro is a production-grade video generation model for high-quality image-to-video creation, enabling creators to generate videos by defining a start frame and an end frame and animating the transition between them through text-guided style and scene direction. Designed for polished, professional outputs, it emphasizes visual coherence, smooth motion, and creative control, making it well suited for marketing, social content, branded storytelling, and short-form video production.
Key Features
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Dual-Keyframe Image-to-Video Generation
- Kling O1 Pro generates videos by taking a defined first frame and last frame and animating the transition between them, ensuring both endpoints are preserved exactly while motion, style, and scene dynamics are guided by text prompts.
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Prompt-Guided Visual Control
- Creators can reference the start and end frames directly within prompts to influence camera movement, pacing, atmosphere, and stylistic direction throughout the transition. Reference the start and end frames via @Image1 and @Image2 in prompts to direct the scene dynamics.
Coming Soon
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Reference To Video
- Creators can use images or elements such as characters, props, or backgrounds to generate videos with consistency. This model preserves the unique identity of every character and object across complex scenes
Technical Capabilities
- Modalities: Image to Video
- High Definition: Generates in 1080p.
- Durations: Supports 5 or 10 seconds.
- End Frame
- Guidance Scale
- Negative Prompt
Best Use Cases
High-Precision Visual Transitions
Create short-form videos where both the opening and closing frames must match exact specifications. Kling O1 Pro is ideal for transformation sequences, timelapse-style effects, and narrative transitions where visual continuity and endpoint accuracy are more important than open-ended motion.
Creator & Influencer-Style Content
Produce natural, social-native video clips that feel polished but not overproduced. Pro excels at realistic motion, lighting, and audio that align with modern UGC and creator aesthetics.
Strengths and Limitations
Strengths
- Dual-Keyframe Precision: Generates videos with exact first and last frames, ensuring deterministic endpoints for brand consistency and narrative continuity.
- Prompt-Guided Transitions: Uses text prompts to shape style, camera movement, and pacing during the transition while respecting fixed endpoints.
- Ideal for Structured Workflows: Well suited for teams and projects that require repeatable, high-control video sequences with consistent results.
Limitations
- Specialized Use Cases: Best for transformations and transitions, less suited for cinematic or freeform animation compared to single-keyframe models.
Tips for Better Prompts
- Describe the Transition Clearly: Specify how the scene should evolve from the first frame to the last frame (e.g., “gradual transformation,” “smooth morph,” “time-lapse change”) to guide motion interpolation.
- Reference Both Frames Explicitly: Call out the start and end images in your prompt to reinforce their roles and ensure the model treats them as fixed endpoints.
- Guide Style Across the Entire Sequence: Describe lighting, mood, and visual style as persistent attributes so they remain consistent from the first frame through the final frame
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