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Wan 2.6 Image to Image: High-Fidelity Visual Editing & Style Transfer | RunComfy

wan-ai/wan-2-6/image-to-image

Transform images through precise instruction-based edits while preserving style and structure, enabling seamless visual rebranding, product restyling, and character scene editing with scalable, browser-based AI performance.

Table of contents

1. Get started2. Authentication3. API referenceSubmit a requestMonitor request statusRetrieve request resultsCancel a request4. File inputsHosted file (URL)5. SchemaInput schemaOutput schema

1. Get started

Use RunComfy's API to run wan-ai/wan-2-6/image-to-image. For accepted inputs and outputs, see the model's schema.

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/wan-ai/wan-2-6/image-to-image \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "On the left sits a monster, and on the right sits another monster. The two of them are like radio hosts, wearing headphones and sitting in a recording studio, discussing a topic.",
    "image_urls": [
      "https://playgrounds-storage-public.runcomfy.net/tools/7305/media-files/input-1-1.png",
      "https://playgrounds-storage-public.runcomfy.net/tools/7305/media-files/input-1-2.png"
    ]
  }'

2. Authentication

Set the YOUR_API_TOKEN environment variable with your API key (manage keys in your Profile) and include it on every request as a Bearer token via the Authorization header: Authorization: Bearer $YOUR_API_TOKEN.

3. API reference

Submit a request

Submit an asynchronous generation job and immediately receive a request_id plus URLs to check status, fetch results, and cancel.

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/wan-ai/wan-2-6/image-to-image \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "On the left sits a monster, and on the right sits another monster. The two of them are like radio hosts, wearing headphones and sitting in a recording studio, discussing a topic.",
    "image_urls": [
      "https://playgrounds-storage-public.runcomfy.net/tools/7305/media-files/input-1-1.png",
      "https://playgrounds-storage-public.runcomfy.net/tools/7305/media-files/input-1-2.png"
    ]
  }'

Monitor request status

Fetch the current state for a request_id ("in_queue", "in_progress", "completed", or "cancelled").

curl --request GET \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/status \
  --header "Authorization: Bearer <token>"

Retrieve request results

Retrieve the final outputs and metadata for the given request_id; if the job is not complete, the response returns the current state so you can continue polling.

curl --request GET \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/result \
  --header "Authorization: Bearer <token>"

Cancel a request

Cancel a queued job by request_id, in-progress jobs cannot be cancelled.

curl --request POST \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/cancel \
  --header "Authorization: Bearer <token>"

4. File inputs

Hosted file (URL)

Provide a publicly reachable HTTPS URL. Ensure the host allows server‑side fetches (no login/cookies required) and isn't rate‑limited or blocking bots. Recommended limits: images ≤ 50 MB (~4K), videos ≤ 100 MB (~2–5 min @ 720p). Prefer stable or pre‑signed URLs for private assets.

5. Schema

Input schema

{
  "type": "object",
  "title": "Input",
  "required": [
    "prompt",
    "image_urls"
  ],
  "properties": {
    "prompt": {
      "title": "Prompt",
      "description": "Text prompt describing the desired image. Should be less than 2000 characters.",
      "type": "string",
      "default": "On the left sits a monster, and on the right sits another monster. The two of them are like radio hosts, wearing headphones and sitting in a recording studio, discussing a topic."
    },
    "image_urls": {
      "title": "Reference Images",
      "description": "Reference images for editing. Order matters: reference as 'image 1', 'image 2', 'image 3' in prompt.",
      "type": "array",
      "items": {
        "type": "string",
        "format": "image_uri"
      },
      "minItems": 1,
      "maxItems": 3,
      "default": [
        "https://playgrounds-storage-public.runcomfy.net/tools/7305/media-files/input-1-1.png",
        "https://playgrounds-storage-public.runcomfy.net/tools/7305/media-files/input-1-2.png"
      ],
      "validations": [
        {
          "validation_rule": "file_size_mb<",
          "validation_value": 10,
          "validation_error": "File size must be less than 10 MB."
        },
        {
          "validation_rule": "width_pixels>",
          "validation_value": 384,
          "validation_error": "Each image side must be at least 384 pixels."
        },
        {
          "validation_rule": "height_pixels>",
          "validation_value": 384,
          "validation_error": "Each image side must be at least 384 pixels."
        },
        {
          "validation_rule": "width_pixels<",
          "validation_value": 5000,
          "validation_error": "Each image side must be at most 5000 pixels."
        },
        {
          "validation_rule": "height_pixels<",
          "validation_value": 5000,
          "validation_error": "Each image side must be at most 5000 pixels."
        }
      ]
    },
    "negative_prompt": {
      "title": "Negative Prompt",
      "description": "Content to avoid in the generated image.",
      "type": "string",
      "default": "low resolution, error, worst quality, low quality, deformed, extra fingers",
      "maxLength": 500
    },
    "image_size": {
      "title": "Aspect Ratio (W:H)",
      "description": "",
      "type": "string",
      "enum": [
        "1024*1024 (1:1)",
        "800*1200 (2:3)",
        "1200*800 (3:2)",
        "960*1280 (3:4)",
        "1280*960 (4:3)",
        "720*1280 (9:16)",
        "1280*720 (16:9)",
        "1344*576 (21:9)"
      ],
      "default": "1024*1024 (1:1)"
    },
    "seed": {
      "title": "Seed",
      "description": "Random seed for reproducibility. Same seed produces more consistent results.",
      "type": "integer",
      "minimum": 0,
      "maximum": 2147483647,
      "default": 0
    },
    "prompt_extend": {
      "title": "Magic Prompt",
      "description": "Whether to extend the prompt. If enabled, the prompt will be extended with a magic prompt.",
      "type": "boolean",
      "default": true
    }
  }
}

Output schema

{
  "output": {
    "type": "object",
    "properties": {
      "image": {
        "type": "string",
        "format": "uri",
        "description": "single image URL"
      },
      "video": {
        "type": "string",
        "format": "uri",
        "description": "single video URL"
      },
      "images": {
        "type": "array",
        "description": "multiple image URLs",
        "items": { "type": "string", "format": "uri" }
      },
      "videos": {
        "type": "array",
        "description": "multiple video URLs",
        "items": { "type": "string", "format": "uri" }
      }
    }
  }
}
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