Kling O3 Pro Reference to Video

30% OFFkwaivgi/kling-video/o3/pro/reference-to-video

Kling O3 Pro Reference to Video by Kuaishou generates a 3-15 second 1080p video that keeps characters and objects from reference images consistent with optional native audio.

Base price
$0.39$0.56USD / run
Execution
async
Model type
video
Input fields
9
Production route

Try the model

Playground

Open playground
Input
Text prompt for video generation. Either prompt or multi_prompt must be provided, but not both.

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

Image to use as the first frame of the video.

PNG, JPEG, WebP, or GIF · 20 MiB maximum each · up to 6

Additional reference image URLs. Together with `image`, at most 7 images are accepted; do not repeat `image` in this list.

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

Image to use as the last frame of the video.
Video duration in seconds (3-15s). Allowed values: 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15.
Whether to generate native audio for the video.
The type of multi-shot video generation. 'intelligent' lets the model automatically determine shot structure. Allowed values: customize, intelligent.
List of prompts for multi-shot video generation.
The aspect ratio of the generated image. Allowed values: 16:9, 9:16, 1:1.
30% OFF
OutputExample

Examples

Select an example to load its inputs and result into the playground.

Model card

Specifications

Pricing

Base price
$0.39 / 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/o3/pro/reference-to-video
Execution
async
Base URL
https://api.sandbase.ai
API
Unified Run API
Endpoint
/v1/run

API README

Kling O3 Pro Reference to Video

Kling O3 Pro reference-to-video, the quality-first O3 tier. A start frame plus up to 6 reference images keep characters, objects, and style consistent; refer to them as @Image1, @Image2 in the prompt.

Fields

FieldTypeDefaultNotes
promptstring, required—Up to 2,500 characters.
imageimage URL, required—Start frame. JPEG, PNG, or WebP URL.
imagesimage URL[] (≤6)—Reference images, referred to as @Image1, @Image2, … in the prompt.
end_imageimage URL—Optional last frame.
duration3–155Output length in seconds.
generate_audiobooleanfalseGenerate native audio with the clip.
shot_typecustomize / intelligentcustomizecustomize follows your multi_prompt shot list; intelligent lets the model plan the cuts.
multi_promptobject[]—Optional list of shots, each with its own prompt and duration.
aspect_ratio16:9 / 9:16 / 1:116:9Output frame shape.

Billing

You pay for output seconds: $0.112 without audio and $0.14 with generate_audio.

OutputWithout audioWith audio
3s$0.336$0.42
5s (default)$0.56$0.70
10s$1.12$1.40
15s$1.68$2.10

Failed runs are not charged.

Prompting

  • Name each reference in the prompt: “@Image1 walks into the room from @Image2”.
  • Keep one clear subject per reference image.

Limits

  • Clips are 3–15 seconds.

Also on SandBase

Other Kling O3 Pro endpoints and tiers: kwaivgi/kling-video/o3/pro/text-to-video, kwaivgi/kling-video/o3/pro/image-to-video, kwaivgi/kling-video/o3/pro/edit, kwaivgi/kling-video/o3/pro/video-to-video, kwaivgi/kling-video/o3/standard/reference-to-video, kwaivgi/kling-video/o3/4k/reference-to-video.

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/o3/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 $SANDBASE_API_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'SANDBASE_JSON'
{
  "model": "kwaivgi/kling-video/o3/pro/reference-to-video",
  "image": "https://static.sandbase.ai/examples/mirrored/ec18b1edee80-myilPNN_WYdJCmpTy4Sjr_6XNBi9Mm.png",
  "prompt": "@Element1 and @Element2 enters the scene from two sides. Elephant starts to play with the ball",
  "duration": 8,
  "shot_type": "customize",
  "aspect_ratio": "16:9",
  "generate_audio": false
}
SANDBASE_JSON
)
run_id=$(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

All image & video models
ModelTypeDefault priceReleased
KwaiVGIVideo$0.56 / runFeb 4, 2026
KwaiVGIVideo$8.46 / runOct 21, 2026
KwaiVGIVideo$1.18 / runOct 21, 2026
KwaiVGIVideo$1.18 / runOct 21, 2026
KwaiVGIVideo$1.18 / runOct 21, 2026
KwaiVGIVideo$2.10 / runOct 5, 2026

Questions

FAQ

How do I call KwaiVGI Kling O3 Pro Reference to Video through SandBase?

Create a SandBase API key, then send requests with the model ID "kwaivgi/kling-video/o3/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 O3 Pro Reference to Video and the other models in the catalog; you do not need to sign up with KwaiVGI separately.