Kling 3.0 Omni Pro Reference to Video

kwaivgi/kling-video/3.0/omni/pro/reference-to-video

Generate a video from multiple reference images and text guidance with Kling 3.0 Omni Pro.

Base price
$0.56USD / run
Execution
async
Model type
video
Input fields
5

Try the model

Playground

Open playground
Input
Take @Element1, @Element2 to reference elements and @Image1, @Image2 to reference images in order.

PNG, JPEG, WebP, or GIF · 20 MiB maximum each

Additional reference images for style/appearance. Reference in prompt as @Image1, @Image2, etc. Maximum 7 total (elements + reference images + start image).
Video duration in seconds. Allowed values: 3, 4, 5, 6, 7, 8, 9, 10.
Elements (characters/objects) to include in the video. Reference in prompt as @Element1, @Element2, etc. Maximum 7 total (elements + reference images + start image).
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
$0.56 / run
Billing formula
params.duration * 0.112

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
API
Unified Run API
Endpoint
/v1/run

API README

Kling 3.0 Omni Pro Reference to Video

Generate a video from multiple reference images and text guidance with Kling 3.0 Omni Pro.

Overview

  • Model: kwaivgi/kling-video/3.0/omni/pro/reference-to-video
  • Category: reference-to-video
  • Best for subject or element reference workflows where several images guide the generated video.

Pricing

$0.112 per second. A 5s video costs $0.56.

API Information

  • Input: Prompt, images reference array, optional aspect_ratio, and duration.
  • 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.

Production API
Unified Run API endpoint
https://api.sandbase.ai/v1/run
Model ID
kwaivgi/kling-video/3.0/omni/pro/reference-to-video
# 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 $SANDBASE_API_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'SANDBASE_JSON'
{
  "model": "kwaivgi/kling-video/3.0/omni/pro/reference-to-video",
  "images": [
    "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_images_0.png",
    "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_images_1.png"
  ],
  "prompt": "Take @Image1 as the start frame. Start with a high-angle satellite view of the ancient greenhouse ruin surrounded by nature. The camera swoops down and flies inside the building, revealing the character from @Element1 standing in the sun-drenched center. The camera then seamlessly transitions into a smooth 180-degree orbit around the character, moving to the back view. As the open backpack comes into focus, the camera continues to push forward, zooming deep inside the bag to reveal the glowing stone from @Element2 nestled inside. Cinematic lighting, hopeful atmosphere, 35mm lens. Make sure to keep it as the style of @Image2.",
  "duration": 5,
  "elements": [
    {
      "frontal_image_url": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_0.png",
      "reference_image_urls": [
        "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_1.png",
        "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_2.png"
      ]
    },
    {
      "frontal_image_url": "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_3.png",
      "reference_image_urls": [
        "https://static.sandbase.ai/examples/kwaivgi/kling-video/omni/pro/reference-to-video/input_element_4.png"
      ]
    }
  ]
}
SANDBASE_JSON
)
run_id=$(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

All language models
ModelContextInput / 1MOutput / 1MReleased
KwaiVGI———Jul 3, 2026
KwaiVGI———Jul 6, 2026
KwaiVGI———Jul 6, 2026
KwaiVGI———Jul 3, 2026
KwaiVGI———Jul 3, 2026
KwaiVGI———Jul 3, 2026