imagestringrequired
Image to use as the first frame of the video. Max file size: 10.0MB, Min width: 300px, Min height: 300px, Min aspect ratio: 0.40, Max aspect ratio: 2.50, Timeout: 20.0s
Kling 3.0 Omni Pro Image to Video
30% OFF
kwaivgi/kling-video/3.0/omni/pro/image-to-videoKling 3.0 Omni Pro Image to Video by Kuaishou animates a start image, optionally toward an end image, into a 3-10 second 1080p video.
Try the model
Playground
Input
Use @Image1 to reference the start frame, @Image2 to reference the end frame.
PNG, JPEG, WebP, or GIF · 20 MiB maximum
Image to use as the first frame of the video.
Max file size: 10.0MB, Min width: 300px, Min height: 300px, Min aspect ratio: 0.40, Max aspect ratio: 2.50, Timeout: 20.0s
This field is required.
Additional Settings More
Customize your input with more control.
PNG, JPEG, WebP, or GIF · 20 MiB maximum
Image to use as the last frame of the video.
Video duration in seconds. Allowed values: 3, 4, 5, 6, 7, 8, 9, 10.
ResultExample
What would you like to do next?
Examples
Select an example to load its inputs and result into the playground.
- Open result ↗
Input
{ "image": "https://static.sandbase.ai/examples/7f4e8da8-e302-4874-b924-fdaf5f2cd499/input/60106a2d-39fe-470a-b171-aec331266b39.png", "prompt": "Create a magical timelapse transition. The snow melts rapidly to reveal green grass, and the tree branches burst into bloom with pink flowers in real-time. The lighting shifts from cold winter light to warm spring sunshine. The camera pushes in slowly towards the tree. Disney-style magical transformation, cinematic, 8k." }
Human preference
Arena
Elo ratings from blind side-by-side votes, compared with other image and video models.
Rankings sourced from Artificial Analysis Arena
- Leaderboard
- Image to Video
- Rank
- #12 of 29
- Elo
- 1020 ±19
- Gap to #1
- −110
Image-to-video arena (silent): people pick the better of two clips animated from the same image, without seeing the model names; audio is not judged.
- #7FLUX 3 Max1058±19
- #8Grok Imagine Video 1.51054±19
- #9FLUX 31036±19
- #10HappyHorse-1.11024±19
- #11Gemini Omni Flash 1.11022±19
- #12Kling 3.0 Omni 1080p (Pro)1020±19
- #13HappyHorse-1.01014±19
- #14Grok Imagine Video 1.5 Lite1003±19
- #15Kling 3.0 1080p (Pro)1000
- #16PixVerse V6966±19
Also measured as Kling 3.0 Omni 1080p (Pro): Kling O3 Pro Image to Video
Kling 3.0 Omni Pro Image to Video
Kling 3.0 Omni Pro image-to-video: animate a first frame, optionally toward an end frame, over 3–10 seconds.
Fields
| Field | Type | Default | Notes |
|---|---|---|---|
prompt | string, required | — | Up to 2,500 characters. |
image | image URL, required | — | First frame. JPEG, PNG, or WebP URL. |
end_image | image URL | — | Optional last frame. |
duration | 3–10 | 5 | Output length in seconds. |
Billing
$0.112 per output second.
| Output | Price |
|---|---|
| 3s | $0.336 |
| 5s (default) | $0.56 |
| 10s | $1.12 |
Failed runs are not charged.
Prompting
- Describe what moves and how the camera behaves.
Limits
- Clips are 3–10 seconds.
Also on SandBase
Other Kling 3.0 Omni endpoints: kwaivgi/kling-video/3.0/omni/pro/reference-to-video, kwaivgi/kling-video/3.0/omni/pro/video-to-video/edit.
Start building
Send your first request
Submit this model through the SandBase Unified Run API.
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
-X POST "https://api.sandbase.ai/v1/run" \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
-H "Content-Type: application/json" \
--data-binary @- <<'SANDBASE_JSON'
{
"model": "kwaivgi/kling-video/3.0/omni/pro/image-to-video",
"image": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/image-to-video/input_image_0.png",
"prompt": "Create a magical timelapse transition. The snow melts rapidly to reveal green grass, and the tree branches burst into bloom with pink flowers in real-time. The lighting shifts from cold winter light to warm spring sunshine. The camera pushes in slowly towards the tree. Disney-style magical transformation, cinematic, 8k.",
"duration": 5,
"end_image": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/image-to-video/input_end_image_1.png"
}
SANDBASE_JSON
)
run_id=$(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"2. Authentication
Create a SandBase API key and set it in your server environment. All requests use Bearer authentication.
export SANDBASE_API_KEY="YOUR_API_KEY"Keep the key on your server. Do not expose it in browser code or commit it to a repository.
3. Queue
Submit a request
POST to /v1/run with this model ID and its inputs. The request example above includes submission and polling.
Fetch request status and result
Use the returned run ID to poll until the status is completed, failed or timeout. Read output only after completed.
curl "https://api.sandbase.ai/v1/run/$RUN_ID" \
-H "Authorization: Bearer $SANDBASE_API_KEY"4. Files
Hosted files
Pass a publicly accessible file URL in the model’s image, video or audio field. Supported formats and limits are shown beside each Playground input.
Uploading images
Use the upload or replace control on supported image fields in the Playground. Video URL fields accept a hosted driving video; they do not imply video-upload support.
5. Schema
Input
promptstringrequired
Use @Image1 to reference the start frame, @Image2 to reference the end frame.
durationinteger
Video duration in seconds.
Default: 5
Possible values: 3, 4, 5, 6, 7, 8, 9, 10
end_imagestring
Image to use as the last frame of the video.
{
"model": "kwaivgi/kling-video/3.0/omni/pro/image-to-video",
"image": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/image-to-video/input_image_0.png",
"prompt": "Create a magical timelapse transition. The snow melts rapidly to reveal green grass, and the tree branches burst into bloom with pink flowers in real-time. The lighting shifts from cold winter light to warm spring sunshine. The camera pushes in slowly towards the tree. Disney-style magical transformation, cinematic, 8k.",
"duration": 5,
"end_image": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/image-to-video/input_end_image_1.png"
}Output
A completed run exposes its result in output. The following is the model’s saved example, not a new generation.
[
{
"poster": "https://static.sandbase.ai/examples/posters/5fd40be467d3bfdf999f.jpg",
"source": "Kling AI official schema mirror",
"source_url": "https://kling.ai/document-api/guides/get-started/overview",
"url": "https://static.sandbase.ai/examples/7f4e8da8-e302-4874-b924-fdaf5f2cd499/output/c5dd0557-0eac-4ac3-b3e2-7004b369ced9.mp4"
}
]