Kling Omni Video O3 (Standard) 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. Supports audio generation. Ready-to-use REST API, best performance, no cold starts, affordable pricing.
Idle
$0.42per run·~23 / $10
The man in Figure 2 is walking with the woman in Figure 1 in the park. The environment is winter.
Kling Video O3 Standard Reference-to-Video generates new videos guided by reference images and an optional reference video, maintaining consistent characters, styles, and scenes. Describe a scenario involving the people or elements in your reference images — the model brings them together in a coherent, natural video. Supports flexible duration, aspect ratio control, and optional sound generation.
Character-consistent generation Upload reference images of specific people or elements, and the model preserves their identity throughout the generated video.
Multi-reference support Provide multiple reference images to combine different characters, styles, or elements in one scene.
Optional reference video Supply a reference video for motion guidance, style transfer, or scene continuity.
Sound options Keep original audio from a reference video, or generate new synchronized sound effects.
Multi-prompt support Chain multiple prompt segments to guide scene transitions and narrative flow within a single generation.
Flexible output Multiple aspect ratios (16:9, 9:16, 1:1, etc.) and duration from 3 to 15 seconds.
| Parameter | Required | Description |
|---|---|---|
| prompt | Yes | Text description of the desired scene and action. |
| video | No | Reference video for motion or style guidance. |
| images | No | Reference images of characters, elements, or styles. |
| keep_original_sound | No | Keep the original sound from the reference video. Default: enabled. |
| sound | No | Generate synchronized audio for the video. Default: disabled. |
| aspect_ratio | No | Video aspect ratio. Default: 16:9. |
| duration | No | Video length in seconds. Range: 3–15. Default: 5. |
| shot_type | No | Editing mode: intelligent (default, auto-determines scope) or customize. |
| multi_prompt | No | Additional prompt segments to guide scene transitions and progressions. |
| Duration | No Video, No Sound | No Video, With Sound | With Reference Video |
|---|---|---|---|
| 3s | $0.252 | $0.336 | $0.378 |
| 5s | $0.420 | $0.560 | $0.630 |
| 10s | $0.840 | $1.120 | $1.260 |
| 15s | $1.260 | $1.680 | $1.890 |
Grab a WaveSpeedAI API key, then call POST https://api.wavespeed.ai/api/v3/kwaivgi/kling-video-o3-std/reference-to-video with your input as JSON. The endpoint returns a prediction id; poll the prediction endpoint until status flips to completed, then read the output URL from data.outputs[0]. Examples for Kling Video O3 Std Reference To Video below.
# Submit the prediction
curl -X POST "https://api.wavespeed.ai/api/v3/kwaivgi/kling-video-o3-std/reference-to-video" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $WAVESPEED_API_KEY" \
-d '{
"prompt": "A cinematic shot of a city at sunset, soft golden light",
"video": "https://example.com/your-input.mp4",
"keep_original_sound": true,
"sound": false,
"aspect_ratio": "16:9",
"duration": 5,
"shot_type": "customize"
}'
# Response includes a prediction id. Poll for the result:
curl -X GET "https://api.wavespeed.ai/api/v3/predictions/{request_id}/result" \
-H "Authorization: Bearer $WAVESPEED_API_KEY"
# When status is "completed", read the output from data.outputs[0].// npm install wavespeed
const WaveSpeed = require('wavespeed');
const client = new WaveSpeed(); // reads WAVESPEED_API_KEY from env
const result = await client.run("kwaivgi/kling-video-o3-std/reference-to-video", {
"prompt": "A cinematic shot of a city at sunset, soft golden light",
"video": "https://example.com/your-input.mp4",
"keep_original_sound": true,
"sound": false,
"aspect_ratio": "16:9",
"duration": 5,
"shot_type": "customize"
});
console.log(result.outputs[0]); // → URL of the generated output# pip install wavespeed
import wavespeed
output = wavespeed.run(
"kwaivgi/kling-video-o3-std/reference-to-video",
{
"prompt": "A cinematic shot of a city at sunset, soft golden light",
"video": "https://example.com/your-input.mp4",
"keep_original_sound": true,
"sound": false,
"aspect_ratio": "16:9",
"duration": 5,
"shot_type": "customize"
}
)
print(output["outputs"][0]) # → URL of the generated outputKling Video O3 Std Reference To Video is a Kuaishou model for video generation from images, exposed as a REST API on WaveSpeedAI. Kling Omni Video O3 (Standard) 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. Supports audio generation. Ready-to-use REST API, best performance, no cold starts, affordable pricing. You can call it programmatically or try it from the playground above.
POST your input parameters to the model's REST endpoint (shown in the API tab of this playground) with your WaveSpeedAI API key in the Authorization header. Submission returns a prediction ID; poll the prediction endpoint until status flips to "completed", then read the output URL from the result. The playground generates a ready-to-paste code sample in Python, JavaScript, or cURL for whatever inputs you've set. Full request/response shape is documented at https://wavespeed.ai/docs/docs-api/kwaivgi/kwaivgi-kling-video-o3-std-reference-to-video.
Kling Video O3 Std Reference To Video starts at $0.42 per run. That figure is the base price — the final charge scales with the parameters you set in the form (output size, length, count, references, or whatever knobs this model exposes), so a higher-quality or larger output costs more than a minimal one. The exact cost for your current input is shown live next to the Generate button before you submit, and the actual per-call charge is recorded on the prediction afterwards.
Key inputs: `prompt`, `images`, `video`, `aspect_ratio`, `duration`, `keep_original_sound`. The full JSON schema (types, defaults, allowed values) is rendered above the Generate button and mirrored in the API reference at https://wavespeed.ai/docs/docs-api/kwaivgi/kwaivgi-kling-video-o3-std-reference-to-video.
Sign up for a free WaveSpeedAI account to claim starter credits, copy your API key from /accesskey, then call the endpoint shown in the API tab of the playground. The playground also auto-generates a code sample in Python, JavaScript, or cURL for the parameters you've set.
Commercial usage rights depend on the model's license, set by its provider (Kuaishou). The license summary appears on the model card above; see WaveSpeedAI's Terms of Service for platform-level conditions.