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  1. Home
  2. /Model
  3. /Kling
  4. /kling-video-o1-pro / video-to-video
Kling
Kling Video o1 Pro
$ 
The Kling Video o1 Pro model by Kuaishou sets a new benchmark in video generation. Using a reasoning-first architecture, it ensures physical consistency and complex human motion accuracy for professional-tier cinematic 1080p outputs.

Modalities

Input: TextInput: ImageInput: Video
Output: Video

API Usage Examples
$ 
curl --request POST "https://gptproto.com/api/v3/kling/kling-video-o1-pro/video-to-video" \
  --header "Authorization: Bearer $GPTPROTO_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
    "prompt": "A tiny origami fox sailing a teacup across a moonlit puddle",
    "video": "",
    "images": [],
    "keep_original_sound": true
  }'
Kling Video o1 Pro pricing

Start from the cost of a single sample and pick a testing budget. GPTProto rates are 20% below list price.

GPTProto · Price est.

Estimated from the rate card. Final charges may vary.
20% off
Cost per request$0.4480$0.5600

Top up

GPTProto vs official pricing.
Requests
You pay
20% off
$100
You receive$100.00

Save$24.99 (20%)vs Kling official

Related Models
All Models
ModelResolutionInput → Output
Kling Video o1 ProCurrent
$0.27 per second—
Input: TextInput: ImageInput: Video
Output: Video
Wan 3.0
$0.09 per timemore
Input: TextInput: Image
Output: Video
Seedance 2.5 (Build 260628)
—$0.11 per second480p · 720p
Input: TextInput: Image
Output: Video
Kling v3.0 4K
$0.34 per second4k
Input: TextInput: Image
Output: Video
Seedance 2.0 Mini (Build 260615)
—$0.02 per second480p · 720p
Input: TextInput: Image
Output: Video
Kling v3 Omni 4K
$0.34 per second4k
Input: TextInput: ImageInput: Video
Output: Video
Seedance 2.0 Fast (Build 260128)
—$0.04 per second480p · 720p
Input: TextInput: Image
Output: Video
Vidu 2.0
$0.02 per second720p · 1080p · more
Input: Image
Output: Video
Kling v3 Omni Pro
$0.09 per second—
Input: TextInput: ImageInput: Video
Output: Video
Kling v3 Omni Std
$0.07 per second—
Input: TextInput: ImageInput: Video
Output: Video
Vidu Q3 Turbo
$0.03 per second540p · 720p · 1080p
Input: TextInput: Image
Output: Video
Kling v3.0 Pro
$0.09 per second—
Input: TextInput: ImageInput: Video
Output: Video
Kling v3.0 Std
$0.07 per second—
Input: TextInput: ImageInput: Video
Output: Video
Vidu Q3 Pro
$0.04 per second540p · 720p · 1080p
Input: TextInput: Image
Output: Video
Wan 2.6
$0.09 per second720p · 1080p · 2k
Input: TextInput: Image
Output: Video
Video Watermark Remover
—$0.05 per time—
Input: Video
Output: Video
Veo 3.1 Fast Generate Preview
—$1.20 per time—
Input: TextInput: ImageInput: Video
Output: Video
Veo 3.1 Generate Preview
—$3.20 per time—
Input: TextInput: ImageInput: Video
Output: Video
Hailuo 2.3 Fast
$0.03 per second1080p · more
Input: Image
Output: Video
Hailuo 2.3 Pro
$0.44 per time—
Input: TextInput: Image
Output: Video
Hailuo 2.3 Standard
$0.04 per second—
Input: TextInput: Image
Output: Video
Wan 2.2 Plus
$0.09 per time1K · more
Input: TextInput: Image
Output: Video
Veo 3.1
—$0.50 per time—
Input: TextInput: Image
Output: Video
Sora 2 Pro
—$0.30 per second720p · 1080p
Input: TextInput: Image
Output: Video
Sora 2
—$0.10 per second720p
Input: TextInput: Image
Output: Video
Higgsfield Turbo
$0.28 per time—
Input: Image
Output: Video
Higgsfield Lite
$0.09 per time—
Input: Image
Output: Video
Higgsfield Standard
$0.39 per time—
Input: Image
Output: Video

Kling Video o1 Pro Key Features

The technical advantages that make Kling Video o1 Pro the leader in physics-based video synthesis.

Reasoning-Driven Consistency

An internal o1 reasoning step plans motion paths to prevent pixel morphing and glitches.

Professional Human Motion

Accurately renders complex joint articulation like playing instruments or tying laces.

Advanced Physics Simulation

Native support for fluid dynamics and cloth physics that adhere to real-world gravity.

Programmatic Camera Control

Precision control over pan, tilt, and zoom parameters for professional cinematic results.

Kling Video o1 Pro FAQs

Common questions about integrating the Kling Video o1 Pro API for professional-grade video workflows and physics-accurate simulations.

What is the reasoning architecture in Kling Video o1 Pro?

The Kling Video o1 Pro model utilizes a 'reasoning-first' approach. Unlike standard diffusion, it performs an internal reasoning step to plan the physical logic and motion of objects before generating pixels. This results in significantly fewer artifacts and superior temporal consistency across the entire video clip duration.

How does Kling Video o1 Pro handle physical consistency?

By simulating physical laws during its reasoning phase, Kling Video o1 Pro excels at fluid dynamics, realistic cloth movement, and gravity-aligned momentum. This makes it ideal for high-end commercial work where subjects must interact naturally with their environment without the 'morphing' effects typical of lower-tier video models.

Can Kling Video o1 Pro generate long-form content?

While a standard Kling Video o1 Pro generation lasts between 5 and 10 seconds, the model supports video extension features. By passing the ID of a completed clip, users can extend the sequence up to 2 minutes, maintaining consistent lighting, character identity, and environmental details throughout the extended runtime.

What is the pricing for Kling Video o1 Pro API?

The reasoning-enhanced Pro mode for Kling Video o1 Pro is priced at $0.40 per 5-second clip. Standard quality generations are available at $0.15. For developers utilizing the Image-to-Video (I2V) feature, there is a small premium of $0.05 per request. Batch discounts of 15% are available for high-volume enterprise users.

Does Kling Video o1 Pro support Image-to-Video?

Yes, Kling Video o1 Pro fully supports Image-to-Video (I2V) workflows. Users can provide a starting frame via a URL or Base64 string. The model then uses its reasoning engine to animate the image while strictly adhering to the visual identity and composition established in the original source material.

Is data used to train the Kling Video o1 Pro model?

No. When you access Kling Video o1 Pro through GPTProto.com, your prompts, images, and generated videos are not used for model training by Kuaishou. We prioritize data privacy and ensure that professional creative assets remain confidential and secure within our API infrastructure.

Related Articles

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Kling 2.6: Breaking New Ground with Synchronized Audio-Visual AI Generation

Kling 2.6: Breaking New Ground with Synchronized Audio-Visual AI Generation

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GPT Proto

Empowering AI Innovation with Global Scale and Stability:

With our flagship product GPT Proto, we offer a unified interface to access and combine APIs from the world's leading AI providers—spanning text, vision, speech, and beyond. We empower developers and enterprises to simplify integration and accelerate innovation without limits.

Global Infrastructure, Local Compliance:

To ensure enterprise-grade reliability and compliance, Talent Tech Global Limited operates specifically as our global Billing and Contracting Entity. Meanwhile, our core technical infrastructure and R&D teams are strategically distributed across global innovation hubs, including Silicon Valley, Singapore, and Hong Kong.

Built to Scale:

We understand that stability is paramount. Our platform is built on a robust, decentralized architecture supporting dynamic Auto-scaling. Whether you are running a pilot or handling millions of concurrent requests, our system expands instantly to meet demand—guaranteeing that your business never outgrows our infrastructure.

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