Kling

Kling O1

Name: Kling O1
Author: Kling

Kling O1 (Omni 1) is Kling's original Omni-series with four variants spanning text-to-video, image-to-video with tail image, video-to-video editing, and reference-guided generation. It provides a cost-effective alternative to the newer O3 series.

The Kling O1 family mirrors the O3 lineup at a lower price point. The base O1 model supports text-to-video and image-to-video with tail image control for bookend-frame generation. O1 Video Edit transforms existing video with prompt-guided restyling. O1 Video Reference combines V2V editing with reference images. O1 Image Reference adds reference images to the standard T2V and I2V pipeline. While O3 delivers higher quality, O1 remains a strong option when budget is a primary concern.

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Illustrative sample of a Kling O1 still showing a tail-image controlled transition between two reference-guided frames on the Astorie canvas — Illustrative sample — representative output, not a verbatim model render

Kling O1 Variants

Variant	Description
Kling O1	Text-to-video and image-to-video with tail image control at a lower price point.
Kling O1 Video Edit	Video-to-video editing that transforms footage with text prompt guidance.
Kling O1 Video Reference	Video-to-video editing with reference images for style-guided transformation.
Kling O1 Image Reference	Text-to-video and image-to-video with reference images for character consistency.

Capabilities

Text-to-Video

Image-to-Video

Video-to-Video

Reference Images

End Frame

Storyboard

Audio-Driven

Supported Aspect Ratios

1:116:99:16

Quality Tiers

Standard

Pro

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

Best For

Budget-friendly Omni-series workflows
Tail-image controlled transitions at lower cost
Video restyling when O3 pricing is too high
Reference-guided generation on a budget

Strengths

Same variant structure as O3 with a lighter-weight footprint
Tail image control for bookend-frame generation
Both V2V editing and reference-guided variants available
Standard and Pro quality tiers

Limitations

Lower quality ceiling than the newer O3 series
Older generation model with less refined motion
Each variant limited to a single input workflow

Tips & Best Practices

Use O1 for early drafts and budgeting, then upgrade to O3 for final hero shots.

The tail image feature works identically to O3 — define start and end frames for planned transitions.

O1 Video Edit is effective for quick restyling passes before committing to O3-level quality.

Combine O1 Image Reference with consistent character prompts for affordable multi-clip series.

Use Kling O1 on Astorie

Connect Kling O1 with other AI models on Astorie's infinite canvas. No GPU required — start free.

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