01
Model focus
GPT Image 2 is strongest when you need Multi-reference control and Visual consistency, especially for Ecommerce assets.
GPT Image 2 AI Image Generator
Use GPT Image 2 as a focused AI image generator. Learn its strengths, best use cases, live settings, prompting workflow, examples, and limits before you generate.
MODEL OVERVIEW
What is GPT Image 2?
GPT Image 2 has its own generation workflow and should be evaluated as a distinct model, not as a generic option inside a shared generator.
02
Input workflow
GPT Image 2 supports text-led creation and image-guided editing. Add references only when they have a clear role such as identity, product shape, composition, or style.
03
Output control
Use the live settings table on this page as the current source of truth for GPT Image 2. Available ratios, resolutions, durations, and reference limits can vary with the configured route.
CORE CAPABILITIES
GPT Image 2 capabilities
The main reasons creators choose GPT Image 2 for a dedicated workflow.
01
Multi-reference control
Multi-reference control is one of the core strengths of GPT Image 2. Use it intentionally instead of enabling every option at once.
02
Visual consistency
Visual consistency is one of the core strengths of GPT Image 2. Use it intentionally instead of enabling every option at once.
03
Image editing
Image editing is one of the core strengths of GPT Image 2. Use it intentionally instead of enabling every option at once.
04
High-resolution output
High-resolution output is one of the core strengths of GPT Image 2. Use it intentionally instead of enabling every option at once.
LIVE SETTINGS
GPT Image 2 supported settings
These values come from the currently configured GPT Image 2 route, so this table stays aligned with what the generator can actually submit.
- Aspect Ratio
- auto · 1:1 · 9:16 · 16:9
- Reference Image
- 16
- Batch
- 1–4
HOW TO USE IT
How to use GPT Image 2
A practical workflow for getting a useful first result before you spend time on fine tuning.
01
Choose the generation mode
Use text-to-image for a new composition or image-to-image when GPT Image 2 should transform an existing visual.
02
Add only useful references
Use reference images for identity, product details, layout, palette, or style. Too many unrelated references make the brief less clear.
03
Write one concrete brief
Describe subject, composition, lighting, style, constraints, and what must stay unchanged. Keep priorities explicit.
04
Review and iterate
Check text, hands, small objects, materials, identity, and composition before increasing resolution or producing more variants.
BEST USE CASES
Where GPT Image 2 works best
Choose GPT Image 2 when the project matches these common production needs.
01
Ecommerce assets
GPT Image 2 is a strong fit for ecommerce assets when you keep the brief focused and review the result against the source or references.
02
Character consistency
GPT Image 2 is a strong fit for character consistency when you keep the brief focused and review the result against the source or references.
03
Brand visuals
GPT Image 2 is a strong fit for brand visuals when you keep the brief focused and review the result against the source or references.
04
Precision editing
GPT Image 2 is a strong fit for precision editing when you keep the brief focused and review the result against the source or references.
PROMPT GUIDE
How to prompt GPT Image 2
Keep the prompt specific enough to guide the model without turning it into a list of conflicting instructions.
PROMPT EXAMPLES
GPT Image 2 prompt examples
Use these as starting points, then replace the subject, references, style, and constraints with your own project details.
- 01
Create an ecommerce hero image using the bottle from reference one, packaging colors from reference two, and studio lighting from reference three.
- 02
Build a consistent anime character sheet from the uploaded references, preserve identity, costume details, and color palette.
- 03
Redesign the uploaded restaurant photo for a vertical social ad while preserving the food and improving lighting and composition.
WHAT TO REVIEW
GPT Image 2 limitations and review points
GPT Image 2 can speed up production, but the output still needs human review before you treat it as final creative work.
- Review small text, hands, logos, fine product details, and repeated patterns before publishing a GPT Image 2 result.
- Reference images improve control only when they are clear and non-conflicting; weak or unrelated references can reduce consistency.
- Higher-resolution, multi-reference, masked, or batch workflows can require more credits or processing time than a simple draft.
FAQ