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Qwen Image 3.0 pro Identity Preserving Edits

Qwen Image 3.0 pro is Qwen's image generation and editing family for developers building production visual workflows. It creates images up to 2048×2048, rewrites prompts automatically, selects resolution from prompt intent, and follows natural language editing instructions while preserving facial features and identity. Access both models through Atlas Cloud with one OpenAI compatible key and standard pay as you go pricing of $0.04 per call. Start building today.

Qwen Image 3.0 Pro is developed by Alibaba. Atlas Cloud (operated by Atlas Cloud AI LLC) provides access to it and does not own it. All trademarks belong to their respective owners.

Explore the Leading Qwen Image 3.0 Pro

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Qwen Image 3.0 pro Generation and Editing Modes

Compare the text-to-image and reference-based editing endpoints available for Qwen Image 3.0 pro.

ModalityDescription
Qwen Image 3.0 Pro API (Text to Image)Turn text prompts into images at resolutions up to 2048×2048, with automatic prompt rewriting and prompt-guided resolution selection. Strong complex text rendering and precise prompt adherence support posters, product visuals, illustrations, and other composition-sensitive assets.
Qwen Image 3.0 Pro API (Image Editing)Provide one to three reference images and a natural-language instruction to produce an edited image. Key details such as facial features and identity are preserved while requested changes are applied, making the endpoint suitable for portrait refinement, visual variations, and controlled asset updates.

Inside Qwen Image 3.0 pro: Type, Detail, and Control

Qwen Image 3.0 pro combines complex text rendering, precise prompt adherence, generation up to 2048 × 2048, automatic prompt rewriting, and identity preserving edits from one to three references through Atlas Cloud's unified pay as you go API.

Qwen Image 3.0 pro Typography

Qwen Image 3.0 pro Typography

Qwen Image 3.0 pro follows detailed prompts while handling complex text rendering in English and Chinese. It can structure dense creative layouts without separating type from the scene. Specify copy, hierarchy, composition, and visual style in one request, then proofread names and numbers before publishing. This makes it practical for banners, editorial graphics, packaging concepts, and information rich artwork.

2048 × 2048 Detail

2048 × 2048 Detail

Generate images at resolutions up to 2048 × 2048 when fine texture and readable detail matter. Prompt guided size selection can choose an output resolution automatically, while an explicit size lets you target a known canvas. From product photography to editorial portraits, the extra pixel budget supports closer inspection, flexible downstream crops, and polished production assets.

Two Prompt Rewrite Modes

Two Prompt Rewrite Modes

Short prompts can be expanded automatically before generation, with rewriting enabled by default. On the text generation endpoint, Direct mode performs a single pass rewrite, while Agent mode uses an agentic pipeline to enrich the brief. Keep rewriting on for exploratory concepts or disable it when exact wording and tightly controlled instructions matter more in production.

One to Three Reference Edits

One to Three Reference Edits

Bring one to three reference images into an edit and describe the change in natural language. The model can use those sources for subject, context, or visual guidance while preserving key facial features and identity. Ask for a new environment, styling, or composition without rebuilding the approved subject from scratch. This suits campaign variants, character continuity, and reference led product scenes.

Reproducible Batch Controls

Reproducible Batch Controls

Need repeatable experiments? Set a fixed seed from 0 to 2147483647, add a negative prompt, and request as many as four outputs in one generation call. Those controls make it easier to compare prompt revisions, exclude unwanted content, and review a small option set under consistent conditions. Use them for structured creative testing rather than one off guesswork.

One Prompt, Three Visions: Qwen Image 3.0 pro Compared

See how Qwen Image 3.0 pro, a leading external competitor, and its same-series predecessor interpret identical prompts across typography-rich design and documentary photography.

Prompt

At a bustling spice bazaar at high noon, capture the decisive, humorous instant when a young male vendor swings a coarse burlap sack of saffron into the air just as a motion-blurred pigeon clips a mound of turmeric, sending a radiant cloud of golden powder suspended across the scene; startled customers react naturally and comically, one clearly shielding several glossy red pomegranates with both hands while another simultaneously clutches folded paper spice packets against their chest, with every arm, hand, finger, object, and interaction anatomically correct, distinct, and easy to read. Frame the market through layered stone arcades for a strong frame-within-a-frame composition, using a slightly elevated Dutch-angle viewpoint; repeating blocks of crimson chilies, deep indigo ceramic bowls, and vivid yellow turmeric piles create a disciplined primary-color palette of red, yellow, and blue only. Hard directional midday skylight cuts crisp geometric shadows across the stalls, faces, and worn paving stones. Preserve tactile realism in airborne powder granules, woven burlap fibers, papery saffron threads, dusty spice heaps, hammered copper weighing scales, glazed pottery, weathered wood grain, wrinkled paper packets, natural youthful skin, and subtle analog film grain. Include a wide horizontal hand-painted shop sign reading exactly “SPICE, SUN & SURPRISE” in large, perfectly legible letters, plus several separate handwritten price tags reading exactly “SAFFRON 12”, “TURMERIC 4”, “CHILIES 6”, and “POMEGRANATES 3”, all correctly spelled, cleanly formed, and naturally integrated into the stall. Vintage 1970s travel-magazine documentary photography, candid human warmth, restrained realism, 28mm environmental lens, deep layered focus with a softly occluded foreground edge, slight pigeon motion blur, sharp faces and hands, authentic exposure, no posing, no oily over-rendering, no HDR look, no plastic skin, no muddy colors, no excessive glow, no fantasy epic lighting, no cluttered rainbow palette, no malformed hands, no extra fingers, no duplicated people, no garbled text, no borders, no mockup, wide landscape 16:9 aspect ratio, full-bleed.

Generated with Qwen Image 3.0 Pro Text-to-Image on Atlas Cloud

Generated with Qwen Image 3.0 Pro Text-to-Image on Atlas Cloud

Generated with Seedream v5.0 Pro Text-to-Image on Atlas Cloud

Generated with Seedream v5.0 Pro Text-to-Image on Atlas Cloud

Generated with Qwen Image 3.0 Text-to-Image on Atlas Cloud

Generated with Qwen Image 3.0 Text-to-Image on Atlas Cloud

Prompt

Cinematic documentary photograph inside a self-service laundromat on a rainy night, capturing the decisive instant when a front-loading washing machine suddenly gushes a huge cascade of white foam; a young woman in a bright yellow raincoat laughs spontaneously as she catches the spill with a red plastic washbasin, her hands naturally gripping the rim with anatomically correct fingers, while her friend stands outside the fogged glass and clearly finger-writes the exact mirror-reversed text “LAST WASH 11:30,” legible from inside the laundromat; at that same moment, one wet sock slaps against and sticks to the glass. Rows of circular washer doors create bold repeating geometry and strong leading lines into deep space, while layered reflections in the window reveal both the playful interior action and the rain-soaked neon street outside, forming a coherent double narrative. Directional cold-white fluorescent ceiling light carves crisp silhouettes and clean contours across faces, raincoat, hands, foam, and chrome; restrained magenta neon bleeds through the window and reflects in pavement puddles, with a disciplined cyan-blue, vivid yellow, and magenta three-color palette. Photorealistic water droplets on glass, translucent bubbles, damp woven fabric, brushed metal, rubber door seals, condensation, puddle reflections, subtle motion blur in the flying foam, gentle high-ISO film grain, natural youthful skin texture, candid expressions, complex yet spatially consistent reflections and transparent surfaces. Eye-level environmental reportage, 35mm lens, moderate depth of field, cinematic realism, subtle imperfections, no staged posing, no greasy over-rendering, no HDR look, no plastic skin, no muddy colors, no excessive glow, no cheap epic lighting, wide horizontal 16:9 aspect ratio, full-bleed.

Generated with Qwen Image 3.0 Pro Text-to-Image on Atlas Cloud

Generated with Qwen Image 3.0 Pro Text-to-Image on Atlas Cloud

Generated with Seedream v5.0 Pro Text-to-Image on Atlas Cloud

Generated with Seedream v5.0 Pro Text-to-Image on Atlas Cloud

Generated with Qwen Image 3.0 Text-to-Image on Atlas Cloud

Generated with Qwen Image 3.0 Text-to-Image on Atlas Cloud

Build Visual Systems with Qwen Image 3.0 Pro

Qwen Image 3.0 Pro supports campaign graphics, product visuals, interface concepts, storyboards, and identity preserving edits through precise prompt adherence, complex text rendering, up to 2048×2048 output, and one to three reference images.

Campaign Posters with Qwen Image 3.0 Pro

Turn demanding prompts into campaign posters, banners, and social graphics using Qwen's strength in complex text rendering and precise prompt adherence. Create brand assets at up to 2048×2048 for launches, events, and promotions.

Qwen Image 3.0 Pro Product Visuals

Generate product scenes from text while automatic prompt rewriting expands brief ideas and prompt-guided sizing selects a fitting canvas. The result supports catalog images, ecommerce promotions, and rapid concept testing for small teams.

Identity Preserving Portrait Edits

Preserve facial features and identity while changing wardrobe, setting, lighting, or visual style through natural-language edits. Portrait studios and creator apps can produce recognizable campaign variations from one to three reference images.

Interface and Infographic Concepts

Need information-rich visuals from detailed instructions? Use precise prompt adherence and complex text rendering to prototype interface concepts, educational diagrams, annotated explainers, and presentation graphics for product or learning teams.

Multi-Reference Compositions

Bring up to three reference images into a single editing request, then direct changes in natural language while key details remain intact. This fits composites, merchandise variations, and character-centered creative workflows.

Storyboards with Qwen Image 3.0 Pro

Sketch sequential scenes from carefully written prompts, with prompt adherence helping each frame follow the requested subjects, settings, and visual direction. Filmmakers, agencies, and game teams can turn early ideas into storyboard panels.

Qwen Image 3.0 pro vs Leading Image APIs

Compare Qwen Image 3.0 pro with Seedream and Nano Banana endpoints by workflow, maximum output size, reference capacity, prompt tools, and Atlas Cloud standard price.

ModelWorkflowMax Output SizeMax Reference ImagesPrompt ToolsStandard Price
Qwen Image 3.0 Pro Text-to-ImageText to image2048×2048-Automatic prompt rewriting$0.04/image
Qwen Image 3.0 Pro EditImage editing1440×14403Automatic prompt rewriting$0.04/image
Seedream v5.0 Pro Text-to-ImageText to imageUp to 4.19 MP-Thinking and prompt optimization$0.045/image
Seedream v5.0 Pro EditImage editingUp to 4.19 MP10Thinking and prompt optimization$0.045/image
Nano Banana 2 Text-to-ImageText to image4K-Thinking and search grounding$0.08/image
Nano Banana 2 EditImage editing4K14Thinking and search grounding$0.08/image

How to Use Qwen Image 3.0 Pro on Atlas Cloud

Get started in minutes — follow these simple steps to integrate and deploy models through Atlas Cloud's platform.

Create an Atlas Cloud Account

Sign up at atlascloud.ai and complete verification. New users receive free credits to explore the platform and test models.

Why Use Qwen Image 3.0 Pro on Atlas Cloud

Combining the advanced Qwen Image 3.0 Pro models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.

Performance & flexibility

Low Latency:
GPU-optimized inference for real-time reasoning.

Unified API:
Run Qwen Image 3.0 Pro, GPT, Gemini, and DeepSeek with one integration.

Transparent Pricing:
Predictable per-token billing with serverless options.

Enterprise & Scale

Developer Experience:
SDKs, analytics, fine-tuning tools, and templates.

Reliability:
99.99% uptime, RBAC, and compliance-ready logging.

Security & Compliance:
SOC 2 Type II, HIPAA alignment, data sovereignty in US.

Qwen Image 3.0 Pro API Questions, Answered

Qwen Image 3.0 Pro is Alibaba's image generation and editing model for producing images from text or modifying existing visuals with natural language instructions. On Atlas Cloud, it supports outputs up to 2048×2048 and editing with one to three reference images.

Use it to generate images that require detailed prompt adherence, complex text rendering, or high resolution output. For editing workflows, natural language instructions can change an image while preserving important details such as facial features and identity.

Choose the text-to-image or edit route, then call it through Atlas Cloud's OpenAI-compatible API with the matching model ID. Treat the linked Playground parameter schema as the source of truth when constructing and validating your request.

Select qwen-image-3.0-pro/text-to-image when generating an image from a prompt, or qwen-image-3.0-pro/edit when modifying reference images. Both routes have separate Playground schemas, so use the schema associated with your chosen workflow.

Text-to-image generation supports resolutions up to 2048×2048. When resolution is not selected manually, the model can use the prompt to guide its resolution choice.

Provide between one and three reference images together with a natural language editing instruction. The edit model uses those inputs to apply the requested changes while retaining key visual details, including facial features and identity.

Yes. The text-to-image model includes automatic prompt rewriting alongside prompt-guided resolution selection. Review outputs against your original instructions when precise wording, layout, or embedded text is important.

Atlas Cloud lists a standard base price of $0.04 per image for both the text-to-image and edit models. Billing follows a pay-as-you-go model, allowing developers to use either workflow without a subscription commitment.

Both versions support text-to-image generation and image editing. Alibaba's official overview describes the standard model as balancing quality and speed, but the verified sources reviewed here do not provide a quantitative comparison with Pro. Run representative prompts through both versions before selecting a production default.

Start with a clear reference image and explicitly state which facial or identity details must remain unchanged. The edit endpoint accepts up to three references and is designed to preserve those details. If drift persists, simplify the requested transformation and evaluate another generation.

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