How to Use the Kling Omni Video O1 Reference-to-Video API: video to video integration guide (2026)

Kling Omni Video O1 Reference-to-Video is a video to video model by Kling: Kling Omni Video O1 Reference-to-Video generates creative videos using character, prop, or scene references from multiple viewpoints. Extracts subject features and creates new video content while maintaining identity consistency across frames. Ready-to-use REST API, best performance, no cold starts, affordable pricing. On NamiFusion you can try it in the playground (exact quote shown before you submit), then call it through one unified REST API — a typical run costs about $0.630.

TL;DR

· Task type: video to video, provided by Kling

· Pricing: about $0.630 per typical run ($1 = 100 credits), pay-as-you-go

· Getting started: playground (exact quote before submit) → create an API key → one POST request

· Tunable parameters: 7 (see the table below)

· No platform watermark; commercial use allowed (per the Terms of Service)

What can you build with Kling Omni Video O1 Reference-to-Video?

Short-form video and ad clips: go from a prompt or a single image to publishable motion content.

Product demos and concept previews: validate storyboards and visual direction cheaply before any shoot.

A social content factory: batch vertical clips and ride trending topics fast.

Remixing existing assets: image-to-video brings static work to life and extends its lifespan.

How do you call this API?

1. Sign up on NamiFusion and create a key on the API Keys page (free credits on signup).

2. Submit a task with the cURL example below, passing your key as a Bearer token.

3. Poll the task status with the returned task_uuid and read the output URLs when completed.

# 1) Submit — returns { "task_uuid": "..." }
curl -X POST "https://www.namifusion.com/api/v1/marketplace/run/kwaivgi/kling-video-o1/reference-to-video" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "input": {
    "prompt": "Use reference image 1 as the female character and reference.",
    "images": [
      "https://kaito-1328216764.cos.ap-tokyo.myqcloud.com/marketplace/thumbnails/2026-02-06/3233ef941e4e.png"
    ],
    "resolution": "720P",
    "aspect_ratio": "16:9",
    "duration": 5,
    "keep_original_sound": false
  }
}'

# 2) Poll until status is "completed", then read the output URLs
curl "https://www.namifusion.com/api/v1/marketplace/run/tasks/TASK_UUID" \
  -H "Authorization: Bearer YOUR_API_KEY"

What parameters does it take?

prompt (Prompt): optional

images (Reference Images): optional

resolution (Generation Mode): optional, default "720P"

aspect_ratio (Aspect Ratio): optional, default "16:9"

duration (Duration): optional, default 5

keep_original_sound (Keep Original Sound): optional, default true

video_list (Video List): optional

How do you write prompts for Kling Omni Video O1 Reference-to-Video?

1. Subject first: lead with the actor and action, then add environment, lighting and style ("an astronaut sprinting through a neon street in the rain, cinematic, shallow depth of field").

2. Concrete nouns beat stacked adjectives: "85mm portrait lens, golden-hour backlight" works far better than "very beautiful, ultra high quality".

3. Change one variable per iteration: pin the seed to reproduce a result, tweak a single phrase at a time so you know what actually moved the output.

4. State negatives positively: instead of "no blur", ask for "sharp focus, crisp details".

How much does it cost?

Pay-per-use in credits. A typical run costs about $0.630 ($1 = 100 credits); the exact price varies with parameters like resolution or duration, and the playground shows the exact quote before you submit.