google/gemini-2.5-flash-image/edit
Gemini 2.5 Flash Image Edit is Google's intelligent image editing model. Transform, retouch, and reimagine existing images using text prompts - from background replacement to artistic style conversion.
PNG, JPEG, WebP, or GIF · 20 MiB maximum each
Example output — click Run to generate your own
Send your first request
OpenAI-compatible endpoint with unified authentication and usage tracking.
https://api.sandbase.ai/v1/rungoogle/gemini-2.5-flash-image/editInput Schema
5 parameters · 1 required · 4 optional
| Parameter | Type | Required | Description |
|---|---|---|---|
prompt | string | Required | The prompt for image editing. · Min length: 3 · Max length: 50000 |
seed | integer | Optional | The seed for the random number generator. |
images | string[] | Optional | The URLs of the images to use for image-to-image generation or image editing. |
aspect_ratio | string | Optional | The aspect ratio of the generated image. · Options: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16 21:916:93:24:35:41:14:53:42:39:16 |
output_format | string | Optional | The format of the generated image. · Options: jpeg, png · Default: "png" jpegpng |
Output Schema
| Field | Type | Description |
|---|---|---|
id | string | Unique identifier for the generation task |
status | string | Task status: pending, running, completed, failed, timeout |
model | string | Model used for the generation |
outputs | array | Array of output items |
outputs[].url | string | URL of the generated artifact |
outputs[].content_type | string | MIME type (e.g. image/png, video/mp4) |
error | object | null | Error details if failed, null on success |
error.type | string | Machine-readable error type code |
error.message | string | Human-readable error description |
Async Workflow
This model uses asynchronous execution. Submit a request and poll for the result.
- Submit — POST to /v1/run, receive an
id - Poll — GET /v1/run/{id} until status is
completed,failed, ortimeout - Retrieve — Read
outputsfrom the completed response
Code Examples
Ready-to-run snippets
# Step 1: Submit
curl -X POST https://api.sandbase.ai/v1/run \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"model": "google/gemini-2.5-flash-image/edit",
"images": [
"https://static.sandbase.ai/examples/google/gemini-2.5-flash-image/edit/input_images_0.png",
"https://static.sandbase.ai/examples/google/gemini-2.5-flash-image/edit/input_images_1.png"
],
"prompt": "make a photo of the man driving the car down the california coastline",
"output_format": "png"
}'
# Step 2: Poll result (replace <id>)
curl https://api.sandbase.ai/v1/run/<id> \
-H "Authorization: Bearer YOUR_API_KEY"API README
Gemini 2.5 Flash Image Edit
Google Gemini 2.5 Flash Image Edit revises existing visuals through a text prompt. Its documented editing range includes focused background replacement as well as broader artistic style conversion. One or more supplied images can carry subjects, compositions, and visual references into the transformation, while the prompt explains what should change.
The endpoint supports conversational image editing and accepts prompts up to 50,000 characters, giving detailed briefs ample room. Ten aspect ratios help adapt the revised composition to different placements, while JPEG or PNG output and a seed support practical delivery and repeatable comparisons.
Highlights
Conversational image editing. Describe the desired revision in ordinary language while existing images anchor the visual result.
Practical and expressive changes. Replace a background for production work or reinterpret the asset in a different artistic style.
Multiple image inputs. Bring several visuals into one edit when the brief depends on more than a single reference.
Flexible final assets. Select among ten aspect ratios, export JPEG or PNG, and retain a seed for comparable reruns.
Pricing
| Billing unit | Price |
|---|---|
| Per request | $0.04 |
When to Use
| ✅ Good fit | ❌ Consider alternatives |
|---|---|
| The model's named workflow matches the source material and intended output | A different input modality or model route is required |
| A managed asynchronous result is suitable for the production pipeline | A synchronous, interactive editor is essential |
| The documented controls cover the required duration, framing, or format | The project needs controls outside this endpoint's schema |
| Creative iteration benefits from a repeatable request structure | Exact deterministic pixels, frames, geometry, or samples are mandatory |
| A finished downloadable media asset is the desired deliverable | Editable source layers or a native project file are required |
Prompt Guide
For generation, state the intended result first, then add the subject or source treatment, progression, style, and delivery constraints. Keep one creative variable per phrase, use the documented field names for controls, and change one setting at a time when comparing results.
{
"aspect_ratio": "21:9",
"images": [
"https://static.sandbase.ai/examples/google/gemini-2.5-flash-image/edit/input_images_0.png"
],
"output_format": "png",
"prompt": "make a photo of the man driving the car down the california coastline"
}
Technical Specs
| Spec | Value |
|---|---|
| Model ID | google/gemini-2.5-flash-image/edit |
| Inputs | aspect_ratio, images, output_format, prompt, seed |
| Required inputs | prompt |
| Output fields | content_type, url |
| Execution | Async (submit, then poll for result) |
| Aspect Ratio | 21:9 / 16:9 / 3:2 / 4:3 / 5:4 / 1:1 / 4:5 / 3:4 / 2:3 / 9:16 |
| Output Format | jpeg / png |
Related Models
google/gemini-3.1-flash-image-preview/edit— Compare a nearby route in the same local model family.google/gemini-3.1-flash-tts— Compare a nearby route in the same local model family.google/gemini-omni-flash— Compare a nearby route in the same local model family.

