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GPT Image 2
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GPT Image 2 AI Image Generator

A new generation visual workflow model with planning, verification, multi-image consistency, and stronger real-world accuracy.

GPT Image 2 preview

GPT Image 2 Core Breakthroughs

Thinking Mode: Plan Before Rendering

Thinking Mode: Plan Before Rendering

The biggest leap is reasoning before generation. GPT Image 2 can analyze tasks, plan output, self-check results, and optionally use web context for newer information in complex jobs.

Reasoning and planning before output
Self-check and multi-step verification
Better accuracy on complex instructions
Supports web-assisted context for newer events

Up to 8 Coherent Images in One Request

Generate up to 8 related images with strong cross-image consistency in characters, objects, and style, ideal for comics, storyboards, and poster series.

Up to 8 images per generation set
Character and object consistency across frames
Stable style continuity
Faster storyboard and campaign production
Up to 8 Coherent Images in One Request
Precise Text + Multilingual Rendering

Precise Text + Multilingual Rendering

GPT Image 2 significantly improves text rendering for small labels, UI elements, iconography, and dense layouts, with stronger support for non-Latin scripts like Chinese, Japanese, and Korean.

Cleaner small text and UI typography
Better dense layout readability
Stronger CJK and multilingual support
More practical for design production

Flexible Aspect Ratios + Up to 2K

Supports wide ratio ranges from ultra-wide to ultra-tall formats for banners, posters, and mobile creatives, with API output up to 2K for higher-end design and print workflows.

From wide banners to tall mobile layouts
Suitable for poster and cover design
Up to 2K output in API workflows
Higher production usability
Flexible Aspect Ratios + Up to 2K
Top-Tier Benchmark Performance

Top-Tier Benchmark Performance

Reported as rank #1 across text-to-image, single-image edit, and multi-image edit tracks on Image Arena, with major gains in portrait, anime/cartoon, 3D render, and text-heavy output quality.

Strong third-party benchmark momentum
Large gains in text-heavy scenes
Better portrait and stylized rendering
Improved multi-image editing quality

How to Get Better Results

1

Use Structured Prompt Order

Follow: subject -> subject details -> action/space -> scene -> lighting -> camera -> style -> constraints. Earlier parts carry stronger weight.

2

Be Concrete, Not Flattering

Avoid vague words like epic or stunning. Use specific visual cues: material, lighting type, lens, focal length, depth, and color direction.

3

Control Text and Background Explicitly

Put required text in quotes and specify font and position. Define background color/texture or depth-of-field blur to avoid clutter.

4

Edit in Iterative Single Variables

When editing images, state what to preserve first, then what to change. Modify one variable per round for more stable outcomes.

Why GPT Image 2 Matters

Thinking + Instant Modes

Instant mode for speed; Thinking mode for complex, high-precision visual tasks with reasoning and checking.

Workflow Upgrade

Moves from single-shot creativity to usable, production-oriented visual workflow output.

Text-Heavy Design Ready

Better practical quality for posters, UI blocks, labels, and multilingual brand layouts.

Contextual Awareness

Thinking mode can leverage newer context when needed, improving relevance for time-sensitive tasks.

Stronger Multi-Image Control

Keeps identity and style more stable across multi-image generation and editing runs.

Professional Output Direction

Supports higher-end aspect and resolution targets that better match real design delivery needs.

Best-Fit Use Cases

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Complex Visual Planning

Use Thinking mode for tasks requiring reasoning, validation, and structured execution.

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Storyboards & Comics

Generate coherent multi-image sequences with more stable character and style continuity.

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Text-Heavy Design

Create posters, menus, UIs, and infographics where text legibility is critical.

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Multilingual Content

Improve CJK and non-Latin rendering quality for localized ad and brand material.

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Cross-Platform Assets

Use flexible aspect ranges for horizontal banners, posters, and vertical mobile creative.

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Higher-End Output

Use up to 2K API output for more demanding design and print-adjacent workflows.

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Iterative Image Editing

Apply preserve-first, single-variable editing loops for cleaner, controlled revisions.

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Production Team Workflows

Balance speed and quality by switching between Instant and Thinking modes by task complexity.

Explore More AI Image Models

Try other popular image models with different styles, quality, and prompt-following strengths.

Frequently Asked Questions