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Multi-Model Image-to-Image Directory

Compare AI Image to Image Models in One Studio

Different image-to-image tasks demand different model strengths. Compare multi-reference character fusion in Nano Banana 2, natural-language scene edits in GPT Image 2.5, precision local retouching in Qwen Image Edit, and high-detail aesthetic restyling in Seedream 5.0.

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Nano Banana 2 merges three separate portrait uploads into one natural group photograph while keeping each person's facial features recognizable.
3 Reference PortraitsNano Banana 2 Scene Fusion
Google Gemini Flash Image Architecture

Nano Banana 2

Powered by Google's fast multimodal image architecture, Nano Banana 2 is built for combining up to 14 reference photos into a single coherent scene while keeping each person's face, expression, and lighting recognizable.

Reference Inputs
Up to 14 reference images (PNG, JPEG, WebP)
Output Resolutions
1K, 2K, and 4K with flexible aspect ratios (1:1 to 21:9)
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GPT Image 2.5 keeps the window placement and room perspective while furnishing the space with realistic materials and natural daylight.
Original Empty Living RoomGPT Image 2.5 Interior Redesign
OpenAI Multimodal Image Architecture

GPT Image 2.5

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.

Reference Inputs
Up to 16 reference images per generation
Output Sizes
1K, 2K, and 4K, with Auto or fixed aspect ratios from 9:21 to 21:9
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Qwen Image Edit changes only what you ask for. Here that is the hair color and a pair of glasses, while the face, makeup, and backdrop stay as close to the original as possible.
Original Studio PortraitQwen Local Attribute Edit
Alibaba Qwen Vision-Language Editing Architecture

Qwen Image Edit

Engineered specifically for instruction-driven image editing, the Qwen Image Edit series modifies targeted attributes—hair color, clothing, damaged photo creases, or sign text—while aiming to leave the rest of the image unchanged.

Reference Inputs
1 to 3 reference images (up to 10 MB per image)
Output Resolutions
1K and 2K across 1:1, 4:3, 3:4, 16:9, and 9:16
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Seedream 5.0 transforms a portrait into a fine-line Chinese ink-wash painting with cherry blossom branches, keeping the face and pose recognizable.
Original Portrait PhotoSeedream 5.0 Ink-Wash Restyle
ByteDance Seedream 5.0 Visual Generation Engine

Seedream 5.0

Seedream 5.0 combines up to 14 reference images with cinema-grade color science, delicate brushwork, and native 2K/4K output—making it the top choice for classical ink-wash, anime, manga, and editorial fashion restyling.

Reference Inputs
Up to 14 reference images (PNG, JPEG, WebP)
Output Resolutions
High-definition 2K and 4K across 1:1, 4:3, 3:2, 16:9, and 21:9
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Flux Kontext restages a product inside a new scene, here an oil-painted portrait, while keeping the packaging color and wordmark readable; check small text at full size.
Original Product SnapshotFlux Kontext Commercial Scene
Black Forest Labs Flux Architecture

Flux Kontext

Pioneered by Black Forest Labs, Flux Kontext excels at understanding environmental context, modifying lighting and scenery while keeping product packaging, typography, and human anatomy consistent.

Reference Inputs
Single and multi-reference commercial inputs (PNG, JPEG, WebP)
Output Resolutions
1024×1024, 1536×1024, and custom aspect ratios
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Grok Imagine AI puts the photo on a phone screen and lets the subject break out past its edge, while keeping her face, glasses, and outfit recognizable.
Original Portrait SnapshotGrok 3D Pop-Out Artwork
xAI Grok Visual Intelligence Engine

Grok Imagine AI

Powered by xAI's visual intelligence engine, Grok Imagine AI breaks creative boundaries—transforming standard photos into 3D pop-out social concepts, retro pixel worlds, and bold fine-art illustrations.

Reference Inputs
Single and multi-image creative inputs
Output Resolutions
1K and 2K across flexible social aspect ratios
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Model Capability Matrix

Which image-to-image model should you choose?

Use this benchmark table to match your reference count, identity lock requirements, and artistic style to the right model.

ModelMax Reference ImagesIdentity & Structure LockBest WorkflowKey Advantage
Nano Banana 2Up to 14 reference images (PNG, JPEG, WebP)High multi-subject facial consistency & spatial awarenessMulti-person portrait fusion, character consistency, rapid conversational photo edits1K, 2K, and 4K with flexible aspect ratios (1:1 to 21:9)
GPT Image 2.5Up to 16 reference images per generationStrong spatial geometry lock & multi-clause instruction accuracyInterior redesign, commercial product scenes, complex prompt-guided restyling1K, 2K, and 4K, with Auto or fixed aspect ratios from 9:21 to 21:9
Qwen Image Edit1 to 3 reference images (up to 10 MB per image)Surgical local attribute isolation & bilingual text renderingTargeted hair/outfit edits, vintage photo restoration, sign & packaging text edits1K and 2K across 1:1, 4:3, 3:4, 16:9, and 9:16
Seedream 5.0Up to 14 reference images (PNG, JPEG, WebP)Master-level brushwork, lighting aesthetics, and facial charm retentionInk-wash & anime restyling, high-fashion editorial portraits, 4K visual campaignsHigh-definition 2K and 4K across 1:1, 4:3, 3:2, 16:9, and 21:9
Flux KontextSingle and multi-reference commercial inputs (PNG, JPEG, WebP)Industry-leading typography retention & structural fidelityCommercial advertising, brand packaging preservation, architectural concept design1024×1024, 1536×1024, and custom aspect ratios
Grok Imagine AISingle and multi-image creative inputsExceptional concept breakthrough & dynamic pose extrapolationViral social media cards, 3D pop-out framing, bold retro pixel-art transformations1K and 2K across flexible social aspect ratios

Unified Multi-Model Studio

Switch between models without re-uploading your reference

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.

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Model Selection FAQ

How to pick the right image-to-image model

Guidance on multi-image references, facial consistency, and style transfer across our model lineup.

Which model supports combining multiple reference photos into one scene?

Nano Banana 2 and Seedream 5.0 support up to 14 reference images in a single generation, making them ideal for merging multiple people or combining a subject photo with a style reference.

Which model is best for editing specific details or text inside an existing photo?

Qwen Image Edit and GPT Image 2.5 are purpose-built for instruction-based photo editing, wardrobe swaps, old photo restoration, and accurate sign or packaging text replacement.

Which model produces the most artistic anime, sketch, or editorial restyling?

Seedream 5.0 and GPT Image 2.5 deliver rich brushwork, cinematic color grading, and clean anime/illustration rendering while respecting your source composition.

Can I test the same prompt and reference photo across multiple models?

Yes. The Img2Img studio keeps your uploaded reference image and prompt intact when you switch models in the dropdown selector.