Source photoAI output
Multi-Person Consistency
Merge three individual photos into a party scene
Blends three separate portraits into a natural party gathering, preserving facial identities and coherent warm indoor lighting.
OpenAI Multimodal Image Architecture
GPT Image 2.5: Complex Instruction Following for Image-to-Image
Built for nuanced natural-language comprehension, GPT Image 2.5 translates detailed multi-part instructions into accurate scene redesigns, product campaigns, and portrait lighting transformations.
- Architecture
- OpenAI Next-Gen Image Editing Series (Flare / Sunburst)
- Reference Inputs
- Up to 16 reference images per generation
- Identity & Structure Lock
- Strong spatial geometry lock & multi-clause instruction accuracy
- Output Sizes
- 1K, 2K, and 4K, with Auto or fixed aspect ratios from 9:21 to 21:9
3 Individual Reference PhotosGPT Image 2.5 Group FusionGPT Image 2.5 Workspace
Run GPT Image 2.5 in Studio
Upload your photo once, pick Nano Banana 2, GPT Image 2.5, Qwen Image Edit, or Seedream 5.0 in the model selector, and compare outputs directly.
GPT Image 2.5 Visual Showcase
Multi-person consistency and complex scene edits
See how GPT Image 2.5 handles multi-person identity fusion, portrait lighting, and stylized game world conversion.
Source photoAI output
Scene Change
Move a stadium selfie into a sunlit underwater portrait
Follows a multi-part scene instruction, with caustic light, floating hair, and bubbles, while keeping the face, necklace, and white top.
Source photoAI output
16-Bit Pixel World
Pet photo to retro 16-bit pixel-art game scene
Converts a real dog photo into a cohesive retro pixel-art platformer scene with readable sprite details.
GPT Image 2.5 Workflow
How to structure prompts for GPT Image 2.5
Take advantage of GPT Image 2.5's deep language understanding with structured prompts.
Upload 1 to 16 reference images
Upload your primary room, product, or portrait photo (up to 10 MB per file).
Define structural invariants first
Explicitly list what cannot move: architectural walls, camera angle, product label, or facial identity.
Write detailed material and lighting clauses
GPT Image 2.5 excels when you specify concrete materials (brushed brass, bouclé fabric, warm tungsten light) rather than vague buzzwords.
Match the framing to your photo
Leave the aspect ratio on Auto to follow your photo, or pick a ratio that matches its orientation to avoid unwanted cropping. Raise the resolution to 2K or 4K when you need more detail.
Reviewed byImg2Img Product Team
Published / Updated /
ReferencesOpenAI Image Generation GuideGoogle Gemini Image Generation Docs
GPT Image 2.5 Prompt Recipes
Structured prompts for interiors, products, and portraits
Load any recipe into the studio to test GPT Image 2.5.
Architectural Staging
Load GPT Image 2.5 promptVirtual home staging for real estate photos
Keep the exact room dimensions, windows, flooring, and camera angle from the uploaded photo. Stage the room as a modern minimalist living area with a low-profile linen sectional, walnut credenza, and warm afternoon sunlight.
Ideal for real estate staging and interior moodboards.
Commercial Product
Load GPT Image 2.5 promptStudio packshot to editorial campaign scene
Keep the uploaded product's exact shape, proportions, and printed label unchanged. Place it on a wet dark slate surface surrounded by natural botanical shadows and warm directional key light.
Preserves brand packaging while upgrading the environment.
Storybook Restyle
Load GPT Image 2.5 promptPortrait to hand-inked editorial illustration
Keep the exact pose, glasses, and expression from the source portrait. Convert the image into a warm hand-inked storybook illustration with textured watercolor washes and crisp pen outlines.
Balances character likeness with stylized brushwork.
Explore Workflows & Models
Switch between specialized editing workflows and reference-ready models
Google Gemini Flash Image Architecture
Explore model guideNano Banana 2
Multi-person portrait fusion, character consistency, rapid conversational photo edits
Alibaba Qwen Vision-Language Editing Architecture
Explore model guideQwen Image Edit
Targeted hair/outfit edits, vintage photo restoration, sign & packaging text edits
ByteDance Seedream 5.0 Visual Generation Engine
Explore model guideSeedream 5.0
Ink-wash & anime restyling, high-fashion editorial portraits, 4K visual campaigns
Black Forest Labs Flux Architecture
Explore model guideFlux Kontext
Commercial advertising, brand packaging preservation, architectural concept design
xAI Grok Visual Intelligence Engine
Explore model guideGrok Imagine AI
Viral social media cards, 3D pop-out framing, bold retro pixel-art transformations
Prompt-Guided AI Image Editor
Open in StudioAI Image Editor
Edit photos online with text prompts using our free AI image editor. Restore old photos, change outfits, relight portraits, and edit scenes with no sign-up.
AI Photo to Sketch Converter
Open in StudioPhoto to Sketch AI
Convert photos to pencil sketch, charcoal drawing, or manga drawings online with AI. Keep the original likeness and pose intact with free instant preview.
AI Old Photo Restoration & Colorization
Open in StudioOld Photo Restoration
Restore damaged, scratched, and faded vintage photos online with AI. Remove paper creases and tears while colorizing monochrome portraits with natural tones.
AI Shadow Remover & Portrait Relighting
Open in StudioRemove Shadow from Photo
Remove harsh facial shadows and background glare from photos online with AI. Relight portraits and product shots while keeping original subject details.
AI Filter Remover & Color Neutralization
Open in StudioRemove Filter from Photo
Remove Instagram and TikTok color filters from photos online with AI. Neutralize orange and yellow color casts to restore authentic skin tones.
AI Watermark Remover & Inpainting
Open in StudioAI Watermark Remover
Remove watermarks, logos, timestamps, and unwanted text from photos online with AI. Seamlessly reconstruct hidden background textures without blur.
AI Image Extender & Outpainting Tool
Open in StudioAI Expand Image
Expand photos and uncrop images beyond borders online with AI. Extend vertical portraits to widescreen wallpapers seamlessly with matching visual continuity.
GPT Image 2.5 FAQ
Questions about GPT Image 2.5 image-to-image editing
Learn when to pick GPT Image 2.5 over other models in the workspace.
What makes GPT Image 2.5 different from older diffusion models?
GPT Image 2.5 uses multimodal language-vision understanding, allowing it to follow complex, multi-sentence instructions (such as changing specific furniture pieces while keeping room windows and lighting direction intact) without manual masks.
When should I choose GPT Image 2.5 over other models?
Pick GPT Image 2.5 when the prompt carries several instructions that all need to land, such as furnishing a room while keeping its windows, or changing the scene and the light in one pass. For a quick single-attribute edit, Qwen Image Edit is often enough.
How many credits does GPT Image 2.5 use?
GPT Image 2.5 starts at 4 credits per image. The studio shows the estimate for your settings before you generate, and failed generations return the credits.
How many reference images can I use with GPT Image 2.5?
GPT Image 2.5 variants in our studio support up to 16 reference images per generation.
Which aspect ratio and resolution should I pick for GPT Image 2.5?
Leave the aspect ratio on Auto to follow your source photo, or choose a fixed ratio such as 1:1, 3:4, or 16:9 that matches it. Resolution is a separate setting with 1K, 2K, and 4K options; higher resolutions use more credits.
Is GPT Image 2.5 good for interior design and product photography?
Yes. It is one of the strongest models for virtual home staging and commercial product placement because it respects 3D perspective and lighting physics.