Kling

Kling O3

Kling O3 (Video 3.0 Omni) is Kling's unified multimodal flagship — a four-variant family that fuses text, image, video and audio inputs into one model. Capabilities span text-to-video, image-to-video with end-frame control, character reference generation, and prompt-guided video-to-video editing (Omni Edit). Shares the Kling 3.0 backbone with native 4K up to 60fps and multi-shot sequencing.

The Kling O3 family centers on reference-heavy, multimodal workflows. The base O3 model handles text-to-video and image-to-video with tail image control, letting you fix both the first and last frames for precise motion planning. O3 Reference adds character reference images for consistent appearances across clips and supports voice control over individual elements. O3 Video Edit (Omni Edit) takes existing footage and swaps characters, environments or specific elements while preserving the original motion and timing. O3 Video Ref combines video-to-video editing with reference images for the highest level of control. All variants share Kling 3.0's native 4K (3840×2160) up to 60fps with 16-bit HDR, six-shot multi-cut sequences up to 15 seconds, and synchronized native audio in English, Chinese, Japanese, Korean and Spanish, with Standard and Pro quality tiers throughout.

Illustrative sample of a Kling O3 multimodal still showing a reference-consistent character in a restyled 4K scene on the Astorie canvas
Illustrative sample — representative output, not a verbatim model render

Kling O3 Variants

VariantDescription
Kling O3Text-to-video and image-to-video with tail image (end-frame) control.
Kling O3 ReferenceAdds character reference images for consistent appearance across generations.
Kling O3 Video EditVideo-to-video editing that restyles footage while preserving motion.
Kling O3 Video ReferenceVideo-to-video editing with reference images for guided style and character control.

Capabilities

Text-to-Video
Image-to-Video
Video-to-Video
Reference Images
End Frame
Storyboard
Audio-Driven

Supported Aspect Ratios

16:99:161:1auto

Quality Tiers

STD
PRO
4K

Higher quality tiers generally offer better detail and consistency, but require more credits and generation time.

Best For

  • Reference-heavy workflows where character or product identity must persist
  • Controlled first-to-last frame transitions and morphing
  • Restyling and element-swapping in existing footage via Omni Edit
  • Native 4K 60fps multi-shot sequences for cinematic delivery
  • Production pipelines needing multiple input modalities (text + image + video + audio)

Strengths

  • Unified multimodal model: text, image, video and audio in one architecture
  • Native 4K (3840×2160) up to 60fps with 16-bit HDR, shared with Kling 3.0
  • Multi-shot sequencing up to 6 cuts in a single 15-second generation
  • Tail image control for precise start-to-end motion planning
  • Omni Edit: swap characters, environments or specific elements while preserving original motion
  • Reference image support for character consistency, with voice control over elements
  • Native audio in 5 languages (English, Chinese, Japanese, Korean, Spanish)
  • Standard and Pro tiers across all four variants

Limitations

  • Each variant serves a specific purpose — no single model does everything
  • Video Edit variants require existing footage as input
  • Native 4K and Pro tier extend total render time for long sequences
  • For pure prompt-driven cinematic generation, vanilla Kling 3.0 often produces higher peak quality

Tips & Best Practices

Use tail image control on the base O3 for smooth A-to-B morphing or product reveals.
Upload close-up reference images from multiple angles for the best character matching.
Use Omni Edit to swap a character or environment in existing footage without losing the original motion.
Combine O3 Reference for generation and O3 Video Ref for editing in a unified pipeline.
Pick O3 when references or editing matter; pick vanilla Kling 3.0 when peak prompt-driven cinematic quality matters.

Use Kling O3 on Astorie

Connect Kling O3 with other AI models on Astorie's infinite canvas. No GPU required — start free.

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