Kling O3 Pro Reference-to-Video
Kling O3 Pro Reference-to-Video costs $2.70/clip on FairStack — a image to video model for Reference-guided premium video, Style-matched generation. No subscription required. Pay per generation with full REST API access. FairStack applies a transparent 20% margin on infrastructure cost so you always see the real price.
What is Kling O3 Pro Reference-to-Video?
Kling O3 Pro Reference-to-Video is Kuaishou's premium reference-guided video generation model in the O3 generation. The model creates new video content that matches the style, mood, and visual characteristics of provided reference clips, enabling consistent video series and brand-coherent content at premium quality. With per-second billing at $0.224 per second, the Pro tier delivers the highest-quality reference matching in the Kling O3 lineup. Users upload a reference video and the model generates new footage that maintains visual consistency with the source material, including color palette, lighting style, motion dynamics, and compositional approach. Compared to Kling O3 Standard R2V at $0.168 per second, the Pro tier delivers more precise style matching with better handling of subtle visual characteristics. Against text-only video models where style is described rather than demonstrated, reference-guided generation provides significantly tighter control over the visual output. Best suited for premium reference-guided video production and style-matched content where maintaining visual consistency with existing material is critical. Available on FairStack at infrastructure cost plus a 20% platform fee.
Key Features
What are Kling O3 Pro Reference-to-Video's strengths?
What are Kling O3 Pro Reference-to-Video's limitations?
What is Kling O3 Pro Reference-to-Video best for?
How much does Kling O3 Pro Reference-to-Video cost?
How does Kling O3 Pro Reference-to-Video perform across capabilities?
Kling O3 Pro reference-to-video
How do I use the Kling O3 Pro Reference-to-Video API?
curl -X POST https://api.fairstack.ai/v1/generations/video \
-H "Authorization: Bearer $FAIRSTACK_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "kling-o3-pro-r2v",
"prompt": "Your prompt here"
}'import requests
response = requests.post(
"https://api.fairstack.ai/v1/generations/video",
headers={
"Authorization": f"Bearer {FAIRSTACK_API_KEY}",
"Content-Type": "application/json",
},
json={
"model": "kling-o3-pro-r2v",
"prompt": "Your prompt here",
},
)
result = response.json()
print(result["url"])const response = await fetch(
"https://api.fairstack.ai/v1/generations/video",
{
method: "POST",
headers: {
Authorization: `Bearer ${process.env.FAIRSTACK_API_KEY}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
model: "kling-o3-pro-r2v",
prompt: "Your prompt here",
}),
}
);
const result = await response.json();
console.log(result.url);What parameters does Kling O3 Pro Reference-to-Video support?
Frequently Asked Questions
How much does Kling O3 Pro Reference-to-Video cost?
Kling O3 Pro Reference-to-Video costs $2.70/clip on FairStack as of 2026-05-13. This price includes FairStack's transparent 20% margin on infrastructure cost. No subscription or monthly fee — you pay per generation only. Minimum deposit is $1.
What is Kling O3 Pro Reference-to-Video and what is it best for?
Kling O3 Pro Reference-to-Video is Kuaishou's premium reference-guided video generation model in the O3 generation. The model creates new video content that matches the style, mood, and visual characteristics of provided reference clips, enabling consistent video series and brand-coherent content at premium quality. With per-second billing at $0.224 per second, the Pro tier delivers the highest-quality reference matching in the Kling O3 lineup. Users upload a reference video and the model generates new footage that maintains visual consistency with the source material, including color palette, lighting style, motion dynamics, and compositional approach. Compared to Kling O3 Standard R2V at $0.168 per second, the Pro tier delivers more precise style matching with better handling of subtle visual characteristics. Against text-only video models where style is described rather than demonstrated, reference-guided generation provides significantly tighter control over the visual output. Best suited for premium reference-guided video production and style-matched content where maintaining visual consistency with existing material is critical. Available on FairStack at infrastructure cost plus a 20% platform fee. Kling O3 Pro Reference-to-Video is best for Reference-guided premium video, Style-matched generation. Available via FairStack's REST API with curl, Python, and Node.js SDKs.
Does Kling O3 Pro Reference-to-Video have an API?
Yes. Kling O3 Pro Reference-to-Video is available via FairStack's REST API at api.fairstack.ai. Send a POST request to /v1/generations/video with your API key and prompt. Works with curl, Python requests, Node.js fetch, and any HTTP client. No SDK installation required.
How does Kling O3 Pro Reference-to-Video compare to other video models?
Kling O3 Pro Reference-to-Video excels at Reference-guided premium video, Style-matched generation. It is a image to video model priced at $2.70/clip on FairStack. Key strengths: Good reference matching, Premium quality. Compare all video models at fairstack.ai/models.
What makes Kling O3 Pro Reference-to-Video stand out from other video models?
Kling O3 Pro Reference-to-Video is distinguished by good reference matching and premium quality. Generation typically takes 15-60 seconds due to its higher-quality processing.
What are the known limitations of Kling O3 Pro Reference-to-Video?
The main limitation to be aware of is: premium at $0.224/s. FairStack documents these transparently so you can choose the right model for your workflow.
How fast is Kling O3 Pro Reference-to-Video?
Kling O3 Pro Reference-to-Video typically takes 15-60 seconds due to its higher-quality processing. The longer processing time reflects its advanced architecture, which produces higher-quality results than faster alternatives.
What video capabilities does Kling O3 Pro Reference-to-Video offer?
Kling O3 Pro Reference-to-Video offers: reference-guided generation; premium quality; per-second billing. All capabilities are accessible through both the FairStack web interface and REST API.
Start using Kling O3 Pro Reference-to-Video today
$2.70/clip. Full API access. No subscription.
Start Creating