Kling 3.0 Omni Pro Video Reference
kwaivgi/kling-video/3.0/omni/pro/video-to-video/referenceUse a source video plus image references to generate a guided video variation with Kling 3.0 Omni Pro.
- Base price
- $0.84USD / run
- Execution
- async
- Model type
- video
- Input fields
- 7
Try the model
Playground
Input
Use @Element1, @Element2 to reference elements and @Image1, @Image2 to reference images in order.
PNG, JPEG, WebP, or GIF · 20 MiB maximum each
Reference images for style/appearance. Reference in prompt as @Image1, @Image2, etc. Maximum 4 total (elements + reference images) when using video.
Reference video URL. Only .mp4/.mov formats supported, 3-10 seconds duration, 720-2160px resolution, max 200MB.
Max file size: 200.0MB, Min width: 720px, Min height: 720px, Max width: 2160px, Max height: 2160px, Min duration: 3.0s, Max duration: 10.05s, Min FPS: 24.0, Max FPS: 60.0, Timeout: 30.0s
Video duration in seconds. Allowed values: 3, 4, 5, 6, 7, 8, 9, 10.
Elements (characters/objects) to include. Reference in prompt as @Element1, @Element2, etc. Maximum 4 total (elements + reference images) when using video.
Whether to keep the original audio from the video.
The aspect ratio of the generated image. Allowed values: 16:9, 9:16, 1:1.
OutputReady
Your output will appear here
Complete the inputs, then click Run.
Specifications
Pricing
- Base price
- $0.84 / run
- Billing formula
- params.duration * 0.168
Context & modalities
- Input
- Schema-defined
- Output
- video
Capabilities
- Chat
- Not supported
- Vision
- Not supported
- Reasoning
- Not supported
- Structured output
- Not supported
- Function calling
- Not supported
- Audio input
- Not supported
Access
- Provider
- KwaiVGI
- Model ID
- kwaivgi/kling-video/3.0/omni/pro/video-to-video/reference
- Execution
- async
- API
- Unified Run API
- Endpoint
- /v1/run
API README
Kling 3.0 Omni Pro Video Reference
Use a source video plus image references to generate a guided video variation with Kling 3.0 Omni Pro.
Overview
- Model:
kwaivgi/kling-video/3.0/omni/pro/video-to-video/reference - Category: video-to-video
- Best for transferring reference elements into a video while preserving temporal context from the source clip.
Pricing
$0.168 per second. A 5s video costs $0.84.
API Information
- Input: Prompt, video URL, images reference array, optional aspect_ratio, duration, and keep_audio.
- Output: MP4 video URL.
- Execution: async queue submission with polling for the final result.
Additional Resources
Start building
Send your first request
OpenAI-compatible endpoint with unified authentication and usage tracking.
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
-X POST "https://api.sandbase.ai/v1/run" \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
-H "Content-Type: application/json" \
--data-binary @- <<'SANDBASE_JSON'
{
"model": "kwaivgi/kling-video/3.0/omni/pro/video-to-video/reference",
"video": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/video-to-video/reference/output_url_0.mp4",
"prompt": "Based on @Video1, generate the next shot. keep the style of the video",
"duration": 5,
"elements": [
{
"frontal_image_url": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_0.png",
"reference_image_urls": [
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_1.png",
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_2.png"
]
}
],
"keep_audio": false
}
SANDBASE_JSON
)
run_id=$(printf '%s' "$result" | jq -r .id)
for attempt in $(seq 1 120); do
status=$(printf '%s' "$result" | jq -r .status)
case "$status" in completed|failed|timeout) break ;; esac
sleep 2
result=$(curl --fail-with-body --silent \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
"https://api.sandbase.ai/v1/run/$run_id")
done
status=$(printf '%s' "$result" | jq -r .status)
[ "$status" = completed ] || { echo "Generation ended: $status" >&2; exit 1; }
printf '%s\n' "$result"Choose your model
Compare models
| Model | Context | Input / 1M | Output / 1M | Released |
|---|---|---|---|---|
Kling 3.0 Omni Pro Video ReferenceThis model KwaiVGI | — | — | — | Jul 3, 2026 |
KwaiVGI | — | — | — | Jul 6, 2026 |
KwaiVGI | — | — | — | Jul 6, 2026 |
KwaiVGI | — | — | — | Jul 3, 2026 |
KwaiVGI | — | — | — | Jul 3, 2026 |
KwaiVGI | — | — | — | Jul 3, 2026 |
