Kling 3.0 Omni Pro Reference to Video
kwaivgi/kling-video/3.0/omni/pro/reference-to-videoKling 3.0 Omni Pro Reference to Video by Kuaishou generates a 3-10 second 1080p video that keeps characters and objects from reference images consistent.
- Base price
- $0.48
$0.56USD / run - Execution
- async
- Model type
- video
- Input fields
- 5
Try the model
Playground
PNG, JPEG, WebP, or GIF · 20 MiB maximum each
Examples
Select an example to load its inputs and result into the playground.
Model card
Specifications
Pricing
- Base price
- $0.48 / run
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/reference-to-video
- Execution
- async
- Base URL
- https://api.sandbase.ai
- API
- Unified Run API
- Endpoint
- /v1/run
API README
Kling 3.0 Omni Pro Reference to Video
Kling 3.0 Omni Pro reference-to-video: cast characters and objects from reference images (and optional elements) into a new 3–10 second scene.
Fields
| Field | Type | Default | Notes |
|---|---|---|---|
prompt | string, required | — | Up to 2,500 characters. |
images | image URL[], required | — | Reference images, referred to as @Image1, @Image2, … in the prompt. |
duration | 3–10 | 5 | Output length in seconds. |
elements | object[] | — | Optional character or object elements to keep consistent. |
aspect_ratio | 16:9 / 9:16 / 1:1 | 16:9 | Output frame shape. |
Billing
$0.112 per output second.
| Output | Price |
|---|---|
| 3s | $0.336 |
| 5s (default) | $0.56 |
| 10s | $1.12 |
Failed runs are not charged.
Prompting
- Refer to each reference as @Image1, @Image2 and give it a role.
Limits
- Clips are 3–10 seconds.
Also on SandBase
Other Kling 3.0 Omni endpoints: kwaivgi/kling-video/3.0/omni/pro/image-to-video, kwaivgi/kling-video/3.0/omni/pro/video-to-video/edit.
Start building
Send your first request
OpenAI-compatible endpoint with unified authentication and usage tracking.
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
-X POST "https://api.sandbase.ai/v1/run" \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
-H "Content-Type: application/json" \
--data-binary @- <<'SANDBASE_JSON'
{
"model": "kwaivgi/kling-video/3.0/omni/pro/reference-to-video",
"images": [
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_images_0.png",
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_images_1.png"
],
"prompt": "Take @Image1 as the start frame. Start with a high-angle satellite view of the ancient greenhouse ruin surrounded by nature. The camera swoops down and flies inside the building, revealing the character from @Element1 standing in the sun-drenched center. The camera then seamlessly transitions into a smooth 180-degree orbit around the character, moving to the back view. As the open backpack comes into focus, the camera continues to push forward, zooming deep inside the bag to reveal the glowing stone from @Element2 nestled inside. Cinematic lighting, hopeful atmosphere, 35mm lens. Make sure to keep it as the style of @Image2.",
"duration": 5,
"elements": [
{
"frontal_image_url": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_0.png",
"reference_image_urls": [
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_1.png",
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_2.png"
]
},
{
"frontal_image_url": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_3.png",
"reference_image_urls": [
"https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_4.png"
]
}
],
"aspect_ratio": "16:9"
}
SANDBASE_JSON
)
run_id=$(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 | Type | Default price | Released |
|---|---|---|---|
Kling 3.0 Omni Pro Reference to VideoThis model KwaiVGI | Video | $0.56 / run | Jul 3, 2026 |
KwaiVGI | Video | Coming soon | Coming soon |
KwaiVGI | Video | $2.10 / run | Oct 5, 2026 |
KwaiVGI | Video | $2.10 / run | Oct 5, 2026 |
KwaiVGI | Video | $0.56 / run | Jul 6, 2026 |
KwaiVGI | Video | $0.56 / run | Jul 6, 2026 |
Questions
FAQ
How do I call KwaiVGI Kling 3.0 Omni Pro Reference to Video through SandBase?
Create a SandBase API key, then send requests with the model ID "kwaivgi/kling-video/3.0/omni/pro/reference-to-video" to Unified Run API (/v1/run) at https://api.sandbase.ai. The request examples on this page show the exact payload.
Do I need a separate KwaiVGI account?
No. One SandBase API key and balance gives you access to KwaiVGI Kling 3.0 Omni Pro Reference to Video and the other models in the catalog; you do not need to sign up with KwaiVGI separately.
