Openai GPT Image 2 Image Edit API | Pricing & Docs

openai/gpt-image-2/edit

Transform source images into polished 4K visuals with multilingual text, precise in-painting, and brand-ready edits for fast product updates, campaigns, and creative design workflows.

1. Get started

Use RunComfy's API to run openai/gpt-image-2/edit. For accepted inputs and outputs, see the model's schema.

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/openai/gpt-image-2/edit \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Turn the background into a bright, minimal white-to-soft-gray studio sweep with gentle floor shadow; add a large headline in-image that reads 'OPEN STUDIO' in a bold, clean sans-serif, high contrast, centered; keep the main person or product, pose, and face identity unchanged",
    "images": [
      "https://playgrounds-storage-public.runcomfy.net/tools/7341/media-files/promo.webp"
    ]
  }'

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/openai/gpt-image-2/edit \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Turn the background into a bright, minimal white-to-soft-gray studio sweep with gentle floor shadow; add a large headline in-image that reads 'OPEN STUDIO' in a bold, clean sans-serif, high contrast, centered; keep the main person or product, pose, and face identity unchanged",
    "images": [
      "https://playgrounds-storage-public.runcomfy.net/tools/7341/media-files/promo.webp"
    ]
  }'

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 schema",
  "required": [
    "prompt",
    "images"
  ],
  "properties": {
    "images": {
      "title": "Images",
      "description": "Reference images to edit, up to 10 images",
      "type": "array",
      "items": {
        "type": "string",
        "format": "image_uri"
      },
      "maxItems": 10,
      "minItems": 1,
      "default": [
        "https://playgrounds-storage-public.runcomfy.net/tools/7341/media-files/promo.webp"
      ]
    },
    "prompt": {
      "title": "Prompt",
      "description": "",
      "type": "string",
      "default": "Turn the background into a bright, minimal white-to-soft-gray studio sweep with gentle floor shadow; add a large headline in-image that reads 'OPEN STUDIO' in a bold, clean sans-serif, high contrast, centered; keep the main person or product, pose, and face identity unchanged"
    },
    "aspect_ratio": {
      "title": "Aspect Ratio",
      "description": "Aspect ratio for the edited image. Auto-detected from input image if omitted.",
      "type": "string",
      "enum": [
        "1:1",
        "3:2",
        "2:3",
        "3:4",
        "4:3",
        "4:5",
        "5:4",
        "9:16",
        "16:9",
        "21:9"
      ],
      "default": "1:1"
    },
    "resolution": {
      "title": "Resolution",
      "description": "Output resolution.",
      "type": "string",
      "enum": [
        "1k",
        "2k",
        "4k"
      ],
      "default": "1k"
    },
    "quality": {
      "title": "Quality",
      "description": "Image quality.",
      "type": "string",
      "enum": [
        "low",
        "medium",
        "high"
      ],
      "default": "medium"
    },
    "output_format": {
      "title": "Output Format",
      "description": "Output image format.",
      "type": "string",
      "enum": [
        "png",
        "jpeg",
        "webp"
      ],
      "default": "png"
    }
  }
}

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"
        }
      }
    }
  }
}

RunComfy

RunComfy is the premier ComfyUI platform, offering ComfyUI online environment and services, along with ComfyUI workflows featuring stunning visuals. RunComfy also provides AI Models, enabling artists to harness the latest AI tools to create incredible art.

1. Get started

Use RunComfy's API to run openai/gpt-image-2/edit. For accepted inputs and outputs, see the model's schema.

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/openai/gpt-image-2/edit \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Turn the background into a bright, minimal white-to-soft-gray studio sweep with gentle floor shadow; add a large headline in-image that reads 'OPEN STUDIO' in a bold, clean sans-serif, high contrast, centered; keep the main person or product, pose, and face identity unchanged",
    "images": [
      "https://playgrounds-storage-public.runcomfy.net/tools/7341/media-files/promo.webp"
    ]
  }'

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/openai/gpt-image-2/edit \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Turn the background into a bright, minimal white-to-soft-gray studio sweep with gentle floor shadow; add a large headline in-image that reads 'OPEN STUDIO' in a bold, clean sans-serif, high contrast, centered; keep the main person or product, pose, and face identity unchanged",
    "images": [
      "https://playgrounds-storage-public.runcomfy.net/tools/7341/media-files/promo.webp"
    ]
  }'

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)

5. Schema

Input schema

{
  "type": "object",
  "title": "Input schema",
  "required": [
    "prompt",
    "images"
  ],
  "properties": {
    "images": {
      "title": "Images",
      "description": "Reference images to edit, up to 10 images",
      "type": "array",
      "items": {
        "type": "string",
        "format": "image_uri"
      },
      "maxItems": 10,
      "minItems": 1,
      "default": [
        "https://playgrounds-storage-public.runcomfy.net/tools/7341/media-files/promo.webp"
      ]
    },
    "prompt": {
      "title": "Prompt",
      "description": "",
      "type": "string",
      "default": "Turn the background into a bright, minimal white-to-soft-gray studio sweep with gentle floor shadow; add a large headline in-image that reads 'OPEN STUDIO' in a bold, clean sans-serif, high contrast, centered; keep the main person or product, pose, and face identity unchanged"
    },
    "aspect_ratio": {
      "title": "Aspect Ratio",
      "description": "Aspect ratio for the edited image. Auto-detected from input image if omitted.",
      "type": "string",
      "enum": [
        "1:1",
        "3:2",
        "2:3",
        "3:4",
        "4:3",
        "4:5",
        "5:4",
        "9:16",
        "16:9",
        "21:9"
      ],
      "default": "1:1"
    },
    "resolution": {
      "title": "Resolution",
      "description": "Output resolution.",
      "type": "string",
      "enum": [
        "1k",
        "2k",
        "4k"
      ],
      "default": "1k"
    },
    "quality": {
      "title": "Quality",
      "description": "Image quality.",
      "type": "string",
      "enum": [
        "low",
        "medium",
        "high"
      ],
      "default": "medium"
    },
    "output_format": {
      "title": "Output Format",
      "description": "Output image format.",
      "type": "string",
      "enum": [
        "png",
        "jpeg",
        "webp"
      ],
      "default": "png"
    }
  }
}

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"
        }
      }
    }
  }
}

Transform source images into polished 4K visuals with multilingual text, precise in-painting, and brand-ready edits for fast product updates, campaigns, and creative design workflows.

Table of contents

1. Get started

2. Authentication

3. API reference

Submit a request

Monitor request status

Retrieve request results

Cancel a request

4. File inputs

Hosted file (URL)

5. Schema

Input schema

Output schema

Transform source images into polished 4K visuals with multilingual text, precise in-painting, and brand-ready edits for fast product updates, campaigns, and creative design workflows.

Table of contents

1. Get started

2. Authentication

3. API reference

Submit a request

Monitor request status

Retrieve request results

Cancel a request

4. File inputs

Hosted file (URL)

5. Schema

Input schema

Output schema

GPT Image 2 Image Edit: High-Fidelity Image-to-Image Editing on playground and API | RunComfy

Transform source images into polished 4K visuals with multilingual text, precise in-painting, and brand-ready edits for fast product updates, campaigns, and creative design workflows.

Table of contents

1. Get started

2. Authentication

3. API reference

Submit a request

Monitor request status

Retrieve request results

Cancel a request

4. File inputs

Hosted file (URL)

5. Schema

Input schema

Output schema

GPT Image 2 Image Edit: High-Fidelity Image-to-Image Editing on playground and API | RunComfy

Transform source images into polished 4K visuals with multilingual text, precise in-painting, and brand-ready edits for fast product updates, campaigns, and creative design workflows.

Table of contents

1. Get started

2. Authentication

3. API reference

Submit a request

Monitor request status

Retrieve request results

Cancel a request

4. File inputs

Hosted file (URL)

5. Schema

Input schema

Output schema