GPT Image 2 Generator
GPT Image 2 is the best model to choose when the output must follow a detailed natural-language instruction. It is especially useful for layouts, posters, text in image, branded concepts, and multi-step creative edits where prompt precision matters.
Images with specific text, layout, or design constraints
Marketing concepts that need clear prompt compliance
Iterative edits using reference images
Fast quality-tier testing before high-detail output
OpenAI GPT Image 2 output examples
What you can create with OpenAI GPT Image 2
Large visual examples first. Details stay below.
Posters and Social Creatives
Create ad concepts, campaign key visuals, thumbnails, and social posts where the prompt includes exact copy, composition, or visual hierarchy.
02Prompt-Controlled Editing
Use reference images and natural-language instructions to change colors, objects, backgrounds, or layout while preserving the core idea.
03Brand and Product Variations
Generate multiple creative directions for the same product or message while keeping the brief explicit and repeatable.
What makes GPT Image 2 different
GPT Image 2 is strongest when the image is a design task, not just an aesthetic prompt. It understands longer instructions, layout constraints, label text, object placement, and iterative editing requests better than most pure style-first image models.
Where it wins in real workflows
Use GPT Image 2 when the brief contains exact words, brand composition, or step-by-step changes. It is a strong fit for posters, thumbnails, product mockups, UI illustrations, and prompt-controlled edits where following the brief matters more than a single cinematic look.
OpenAI GPT Image 2 effect profile
Look
clean, directed, layout-aware, design-friendly
Strength
instruction following, readable text, branded layouts, image editing
Prompt sensitivity
handles long natural-language constraints and exact copy better than style-only models
Best output stage
brief-driven creation, layout exploration, and controlled edits
How to use OpenAI GPT Image 2
Three steps. No long guide required.
Pick the right intent
Images with specific text, layout, or design constraints
Start from a proven prompt
GPT Image 2 is strong when the prompt includes exact text, layout instructions, and visual hierarchy.
Compare and refine
Use Flux 2 Pro for premium cinematic finish. Use GPT Image 2 when exact instruction following or text rendering is the priority.
How to prompt OpenAI GPT Image 2
Put exact on-image text inside quotation marks.
Describe layout explicitly: centered headline, product bottom right, white margin, poster grid, or no extra text.
For edits, say what must stay unchanged and what should change.
Use low quality for fast layout drafts, then high or auto for final detail.
What to watch out for
Can still miss exact typography on dense text blocks.
May feel less cinematic than Flux 2 Pro for pure fashion/editorial imagery.
High and auto quality cost more credits than quick drafts.
OpenAI GPT Image 2 prompt examples
Reusable recipes, collapsed by default.
Readable Poster Text
minimal tech conference poster with the exact headline "AI BUILDERS 2026", bold black typography, electric blue gradient background, centered layout, clean grid, premium startup aesthetic
Full prompt + why
minimal tech conference poster with the exact headline "AI BUILDERS 2026", bold black typography, electric blue gradient background, centered layout, clean grid, premium startup aesthetic
GPT Image 2 is strong when the prompt includes exact text, layout instructions, and visual hierarchy.
Brand Product Concept
a modern reusable water bottle on a white studio surface, label says "NOVA", soft shadow, clean ecommerce photography, three-quarter angle, premium sustainable brand style
Full prompt + why
a modern reusable water bottle on a white studio surface, label says "NOVA", soft shadow, clean ecommerce photography, three-quarter angle, premium sustainable brand style
The prompt gives exact label text, camera angle, lighting, and brand positioning.
UI Illustration
friendly SaaS dashboard hero illustration, abstract analytics cards floating in 3D space, soft shadows, blue and violet palette, clean vector-like style, no extra text
Full prompt + why
friendly SaaS dashboard hero illustration, abstract analytics cards floating in 3D space, soft shadows, blue and violet palette, clean vector-like style, no extra text
It asks for a controlled illustration style and explicitly prevents unwanted text.
OpenAI GPT Image 2 vs other models
Quick model choice.
Flux 2 Pro
AlternativeUse Flux 2 Pro for premium cinematic finish. Use GPT Image 2 when exact instruction following or text rendering is the priority.
Ideogram V3 Turbo
AlternativeUse Ideogram for quick typography experiments; use GPT Image 2 for broader instruction-following and editing workflows.
Nano Banana Pro
AlternativeUse Nano Banana Pro for character consistency across images. Use GPT Image 2 for precise design instructions and branded layouts.
FAQ
1What is GPT Image 2 best at?
GPT Image 2 is best at following detailed prompts, rendering clearer text, creating branded layouts, and handling image edits from natural-language instructions.
2Does GPT Image 2 support different quality levels?
Yes. On Yollomi, GPT Image 2 supports low, medium, high, and auto quality tiers so you can balance speed, cost, and detail.
3How many credits does GPT Image 2 use?
GPT Image 2 starts at 3 credits for low quality. Medium, high, and auto quality settings use more credits.