Model Guide

Gemini 2.5 Flash Image Official

Model ID: gemini-2-5-flash-image-official

Vendor: Google (Gemini)Modalities: ImagePrice: $0.0488 /requestUpdated: 2026-05-02

Gemini 2.5 Flash Image Official is a Google Gemini image generation model supporting text-to-image and reference-guided image creation, aligned to ToAPIs docs.

Open in Playground Docs

Model Overview

Quick Answer

Supports prompt-based image generation with multiple aspect ratios.
Supports reference_images for stronger style consistency.
Official variants expose richer generation controls for production tuning.

Gemini 2.5 Flash Image Official Model Features

Core Section

Core capabilities and practical engineering value

High-quality image generation

Generate high-fidelity images via a unified API.

Reference-guided consistency

Use reference_images to stabilize style and composition.

Production tuning controls

Tune resolution, aspect ratio, and sampling for quality/cost balance.

How to Use Gemini 2.5 Flash Image Official API

Set Authorization: Bearer <YOUR_API_KEY>.
Call image generation endpoint with model, prompt, and size.
Optionally pass reference_images for stronger consistency.
Poll task status and download result image URLs.

Gemini 2.5 Flash Image Official sample image 1

When to Use

When generating marketing/e-commerce/creative image assets at scale.
When using references to stabilize style and iterate prompts quickly.

Runtime Behavior

Uses a unified image generation endpoint with task-style responses.
Supports reference image inputs with count/size constraints.
Resolution and aspect-ratio support vary by Gemini image variant.

Gemini 2.5 Flash Image Official sample image 2

Key Parameters

Parameter	Type	Required	Default	Range	Description
model	string	Yes	gemini-2.5-flash-image-official	-	Exact image model identifier from ToAPIs.
prompt	string	Yes	-	-	Primary image instruction prompt.
size	string	No	1:1	1:1 \| 16:9 \| 9:16 \| 4:3 \| 3:4 \| 21:9	Output aspect ratio.
resolution	string	No	1K	1K \| 2K \| 4K（按模型能力）	Output resolution, varies by model variant.
reference_images	file[]	No	-	max 14	Reference image array for style/composition control.
temperature	number	No	0.8	0-2	Sampling temperature for diversity control.
topP	number	No	0.95	0-1	Nucleus sampling threshold.

Common Errors

400 invalid_request_error

Trigger: Missing or invalid request payload fields.

Fix: Validate model/prompt/size/resolution fields.

Retry: Retry only after fixing payload.

401 authentication_error

Trigger: Missing or invalid API key.

Fix: Verify Authorization header and API key scope.

Retry: Retry after auth fix.

429 rate_limit_exceeded

Trigger: Request rate, concurrency, or current quota hits upstream rate limiting.

Fix: Apply exponential backoff first, then review request rate, concurrency, and quota usage.

Retry: Use 1s/2s/4s backoff with jitter; if it persists, reduce submission pressure.

Gemini 2.5 Flash Image Official sample image 3

FAQ

How should I choose Gemini image variants?

Choose by resolution needs, official vs preview variant, and control parameters; prefer official for production.

Why are reference images not taking effect?

Check reference count/format/size limits and ensure prompt explicitly uses references.

Image or video model error: invalid apitype: -1

This usually means the request was sent to the wrong endpoint. Image and video models typically do not use the chat endpoint. Instead, submit the documented HTTP task request and poll the task status endpoint for results. Check the actual request code, URL, and payload first.

An image or video task failed, but the user was still charged

Ask the user for the task log or screenshot first and check whether input or output token usage appears. If token accounting shows up, the request was likely sent through a chat endpoint instead of the proper media workflow. Image and video models usually run as async HTTP task APIs: submit the task first, then poll by task id according to the relevant docs.

Mode Notes

Text to Image with Gemini 2.5 Flash Image Official

Generate images directly from prompt instructions.

Mode Parameters

modelpromptsizeresolution

Best Scenarios

Product key visuals
Ad creatives
Concept art

Reference-guided Image with Gemini 2.5 Flash Image Official

Generate style-consistent images from references.