Model ID

gpt-image-2-edit

Calling method: sync

gpt-image-2-edit API Usage Guide

Overview

gpt-image-2-edit uses OpenAI’s GPT Image 2 model to edit or transform an existing image based on a text prompt. It supports two modes:

Image Edit: Modify an image according to a prompt (e.g. change background, style transfer)
Inpainting: Edit a specific region of an image using a mask (white pixels are edited, black pixels are preserved)

Authentication

Authorization: Bearer YOUR_API_KEY

Submit Image Edit Request

Endpoint

POST /api/v1/ie/requestqueue/apikey/requests

Image Edit (no mask)

curl -X POST "https://console.gmicloud.ai/api/v1/ie/requestqueue/apikey/requests" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-image-2-edit",
    "payload": {
      "prompt": "Replace the background with a snowy mountain scene",
      "image": "<base64-encoded-image-or-url>",
      "size": "1024x1024",
      "quality": "medium"
    }
  }'

Inpainting (with mask)

curl -X POST "https://console.gmicloud.ai/api/v1/ie/requestqueue/apikey/requests" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-image-2-edit",
    "payload": {
      "prompt": "Paint a rainbow in the sky",
      "image": "<base64-encoded-image-or-url>",
      "mask": "<base64-encoded-mask-same-size-as-image>",
      "size": "1024x1024",
      "quality": "medium"
    }
  }'

Request Parameters

Parameter	Type	Required	Description	Default	Constraints
`model`	string	Yes	Model identifier	-	Must be `"gpt-image-2-edit"`
`payload.prompt`	string	Yes	Text instruction describing the desired edit	-	-
`payload.image`	string	Yes	Input image as base64-encoded string or publicly accessible URL	-	Must be a valid image
`payload.mask`	string	No	Mask image for inpainting. White pixels are edited, black pixels are preserved. Must match the dimensions of `image`.	-	Same size as input image
`payload.size`	string (enum)	No	Dimensions of the output image	`"1024x1024"`	`"1024x1024"`, `"1024x1536"`, `"1536x1024"`
`payload.quality`	string (enum)	No	Image quality level — affects detail and cost	`"medium"`	`"low"`, `"medium"`, `"high"`, `"auto"`
`payload.n`	integer	No	Number of images to generate	`1`	Min: 1, Max: 10

Response

{
  "request_id": "cd5b59d5-1b3f-4fd5-9899-15ecea1f28ba",
  "model": "gpt-image-2-edit",
  "status": "success",
  "outcome": {
    "media_urls": [{"id": "0", "url": "https://storage.googleapis.com/..."}],
    "thumbnail_image_url": "https://storage.googleapis.com/..."
  }
}

Pricing

Billing is based on the actual token consumption reported by OpenAI for each request. Users are charged according to the real usage of input text tokens, cached input text tokens, input image tokens, cached input image tokens, and output image tokens. The final cost may vary depending on prompt length, whether input images are provided, image size, quality, number of generated images, and other request parameters.

Token Pricing

Prices below are charged per 1M tokens:

Token Type	Price
Text input tokens	$5.00 / 1M tokens
Cached text input tokens	$1.25 / 1M tokens
Image input tokens	$8.00 / 1M tokens
Cached image input tokens	$2.00 / 1M tokens
Image output tokens	$30.00 / 1M tokens

Billing Formula

Total cost =
  (text_input_tokens × $5.00 / 1,000,000)
+ (cached_text_input_tokens × $1.25 / 1,000,000)
+ (image_input_tokens × $8.00 / 1,000,000)
+ (cached_image_input_tokens × $2.00 / 1,000,000)
+ (image_output_tokens × $30.00 / 1,000,000)

Estimated Price Reference (per image)

The following table is provided as a reference only for common quality and resolution combinations. These are estimated per-image prices and may differ from the final billed amount, which is always based on actual token usage.

Quality	1024x1024	1024x1536	1536x1024
Low	$0.006	$0.005	$0.005
Medium	$0.053	$0.041	$0.041
High	$0.211	$0.165	$0.165

Check Request Status

GET /api/v1/ie/requestqueue/apikey/requests/{request_id}

Native OpenAI Format (Raw API)

Use the native OpenAI-compatible endpoint for direct integration with the OpenAI SDK or clients.

Base URL

https://console.gmicloud.ai/api/v1/ie/requestqueue/apikey/requests/v1

Edit Image (multipart)

curl -X POST "https://console.gmicloud.ai/api/v1/ie/requestqueue/apikey/requests/v1/images/edits" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -F "model=gpt-image-2" \
  -F "prompt=Replace the background with mountains" \
  -F "image=@photo.jpg" \
  -F "size=1024x1024" \
  -F "quality=medium"

Edit Image (JSON + base64)

curl -X POST "https://console.gmicloud.ai/api/v1/ie/requestqueue/apikey/requests/v1/images/edits" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-image-2",
    "prompt": "Replace the background with mountains",
    "image": "data:image/jpeg;base64,...",
    "size": "1024x1024",
    "quality": "medium"
  }'

Native Parameters

Parameter	Type	Required	Description	Default	Notes
`model`	string	Yes	Must be `"gpt-image-2"`	-	No other value accepted
`prompt`	string	Yes	Text instruction for the edit	-	-
`image`	file / string	Yes	Input image — binary file (multipart) or base64 data URI (JSON)	-	Up to 16 images via `image[]`
`mask`	file / string	No	Inpainting mask — white pixels are edited, black pixels preserved	-	Same dimensions as input image
`size`	string	No	`WxH` format	`"1024x1024"`	Both dimensions must be multiples of 16; max edge 3840px
`quality`	string	No	`low` / `medium` / `high` / `auto`	`"medium"`	-
`n`	integer	No	Number of images (1–10)	`1`	Each image billed separately
`output_format`	string	No	`png` / `jpeg`	`"png"`	-
`output_compression`	integer	No	Compression level 0–100	null	Only valid for `jpeg`

Native Response Format

{
  "created": 1780943967,
  "size": "1024x1024",
  "quality": "medium",
  "output_format": "png",
  "data": [
    { "b64_json": "<base64-encoded-image>" }
  ],
  "usage": {
    "input_tokens": 592,
    "input_tokens_details": { "text_tokens": 16, "image_tokens": 576 },
    "output_tokens": 256,
    "output_tokens_details": { "image_tokens": 256, "text_tokens": 0 },
    "total_tokens": 848
  }
}

OpenAI SDK Usage

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_API_KEY",
    base_url="https://console.gmicloud.ai/api/v1/ie/requestqueue/apikey/requests/v1"
)

with open("photo.jpg", "rb") as f:
    response = client.images.edit(
        model="gpt-image-2",
        image=f,
        prompt="Replace the background with mountains",
        size="1024x1024",
        quality="medium"
    )
print(response.data[0].b64_json)

Overview

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Migration Guides

gpt-image-2-edit

gpt-image-2-edit API Usage Guide

Overview

Authentication

Submit Image Edit Request

Endpoint

Image Edit (no mask)

Inpainting (with mask)

Request Parameters

Response

Pricing

Token Pricing

Billing Formula

Estimated Price Reference (per image)

Check Request Status

Native OpenAI Format (Raw API)

Base URL

Edit Image (multipart)

Edit Image (JSON + base64)

Native Parameters

Native Response Format

OpenAI SDK Usage

​gpt-image-2-edit API Usage Guide

​Overview

​Authentication

​Submit Image Edit Request

​Endpoint

​Image Edit (no mask)

​Inpainting (with mask)

​Request Parameters

​Response

​Pricing

​Token Pricing

​Billing Formula

​Estimated Price Reference (per image)

​Check Request Status

​Native OpenAI Format (Raw API)

​Base URL

​Edit Image (multipart)

​Edit Image (JSON + base64)

​Native Parameters

​Native Response Format

​OpenAI SDK Usage

gpt-image-2-edit API Usage Guide

Overview

Authentication

Submit Image Edit Request

Endpoint

Image Edit (no mask)

Inpainting (with mask)

Request Parameters

Response

Pricing

Token Pricing

Billing Formula

Estimated Price Reference (per image)

Check Request Status

Native OpenAI Format (Raw API)

Base URL

Edit Image (multipart)

Edit Image (JSON + base64)

Native Parameters

Native Response Format

OpenAI SDK Usage