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Wan 2.1 VACE

alibaba/wan/2.1/vace

Wan 2.1 Vace by Alibaba - AI-powered video editing and transformation. Apply style transfer, motion control, lip-sync, and visual effects to existing videos with natural language instructions.

Base price
$0.20USD / run
Execution
async
Model type
video
Input fields
7

Try the model

Playground

Open playground
Input
The text prompt to guide video generation.
The aspect ratio of the generated image. Allowed values: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16.

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

URL to the guiding mask file. If provided, the model will use this mask as a reference to create masked video. If provided mask video url will be ignored.
URL to the source video file. If provided, the model will use this video as a reference.
Resolution of the generated video. Allowed values: auto, 240p, 360p, 480p, 720p.
Random seed for reproducibility. If None, a random seed is chosen.
Task type for the model. Allowed values: depth, pose, inpainting, outpainting, reframe.
OutputReady

Your output will appear here

Complete the inputs, then click Run.

Model card

Specifications

Pricing

Base price
$0.20 / 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
Alibaba
Model ID
alibaba/wan/2.1/vace
Execution
async
Base URL
https://api.sandbase.ai
API
Unified Run API
Endpoint
/v1/run

API README

Wan 2.1 VACE

Wan 2.1 VACE is the Wan 2.1 workflow for unified conditioned video. It models visual appearance and time together so the route’s written direction, source imagery, speech, masks, or structural conditions influence one coherent result rather than a collection of disconnected frames or a generic endpoint response.

Choose this exact route when the available assets and deliverable specifically call for unified conditioned video. Identify every subject and source, state the desired action or transformation, then describe camera behavior, pacing, environment, lighting, atmosphere, and preservation requirements; local schema fields handle resolution, duration, seed, and delivery separately from the creative brief.

Highlights

  • 2.1 Composable video conditions. Combines reference, mask, structural, and written guidance.
  • 2.1 Unified generation and editing. Supports creation and revision tasks through one temporal framework.
  • 2.1 Cross-frame consistency. Maintains conditions and visual logic over time.
  • 2.1 Reference-aware synthesis. Preserves specified subjects, geometry, or regions while generating new content.

Pricing

ResolutionBilling unitPrice
autoPer generated second$0.040
240pPer generated second$0.040
360pPer generated second$0.040
480pPer generated second$0.040
720pPer generated second$0.080

When to Use

✅ Good fit❌ Consider alternatives
The project needs this exact named workflowThe intended task belongs to another media route
All required reference or control media is availableNecessary assets or rights are unavailable
The brief can state transformation and preservation goalsOutput must be deterministic at pixel or frame level
Supported duration, resolution, and format fit deliveryFinal placement requires unsupported specifications
An asynchronous generated result fits productionA live frame-synchronous response is mandatory

Prompt Guide

Identify the primary subject and every source or condition, state the intended transformation or action, then describe composition, camera or viewpoint, lighting, materials, pacing, atmosphere, and exact preservation requirements. Refer to multiple inputs in their schema order.

{
  "prompt": "A precisely directed composition with explicit subject, transformation, camera or viewpoint, lighting, material, and preservation requirements",
  "mask": "https://example.com/reference.png",
  "seed": 1,
  "task": "depth"
}

Technical Specs

SpecValue
Model IDalibaba/wan/2.1/vace
Input fieldsmask (string)<br>seed (integer)<br>task (string; depth, pose, inpainting, outpainting, reframe)<br>video (string)<br>prompt (string)<br>resolution (string; auto, 240p, 360p, 480p, 720p)<br>aspect_ratio (string; 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16)
Required inputprompt
Output fieldsurl, content_type
ExecutionAsynchronous job

Related Models

  • alibaba/wan/2.1/text-to-video
  • alibaba/wan/2.1/image-to-video
  • alibaba/wan/2.2/text-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
alibaba/wan/2.1/vace
# 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 $SANDBASE_API_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'SANDBASE_JSON'
{
  "model": "alibaba/wan/2.1/vace",
  "task": "depth",
  "prompt": "The video shows a man riding a horse on a vast grassland. He has long lavender hair and wears a traditional dress of a white top and black pants. The animation style makes him look like he is doing some kind of outdoor activity or performing. The background is a spectacular mountain range and cloud sky, giving a sense of tranquility and vastness. The entire video is shot from a fixed angle, focusing on the rider and his horse.",
  "resolution": "auto"
}
SANDBASE_JSON
)
run_id=$(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
Wan 2.1 VACEThis model
Alibaba
Video$0.20 / runMay 27, 2025
AlibabaVideo$1.40 / runOct 4, 2026
AlibabaVideo$0.70 / runOct 4, 2026
AlibabaVideo$1.00 / runOct 4, 2026
AlibabaVideo$0.50 / runOct 4, 2026
AlibabaVideo$0.70 / runAug 24, 2026

Questions

FAQ

How do I call Alibaba Wan 2.1 VACE through SandBase?

Create a SandBase API key, then send requests with the model ID "alibaba/wan/2.1/vace" 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 Alibaba account?

No. One SandBase API key and balance gives you access to Alibaba Wan 2.1 VACE and the other models in the catalog; you do not need to sign up with Alibaba separately.