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Fashion ApparelTop 10 Best AI Clothing Generator of 2026
Discover the leading AI clothing generators for custom fashion design. Compare features and find your perfect tool. Explore now!
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Editor picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Rawshot.ai
Attribute-based synthetic model generation with provable EU AI Act compliance, full audit trails, and C2PA authentication for trustworthy, regulation-ready content.
Built for fashion brands, e-commerce stores, and marketing agencies seeking scalable, compliant, and cost-effective AI-generated product photography and videos..
Resleeve
Precise AI-driven garment try-on with hyper-realistic fitting across diverse, on-demand model generations
Built for professional fashion designers and brands needing rapid, high-quality clothing mockups and prototyping..
LaFibre
Hyper-realistic fabric texture and drape simulation that mimics physical materials like silk, denim, and wool with uncanny accuracy
Built for fashion designers, small brands, and enthusiasts needing quick, high-quality visual prototypes for clothing concepts..
Related reading
Comparison Table
Choosing the right AI clothing generator can streamline design workflows and unlock creative possibilities. This comparison table examines key features, capabilities, and use cases for leading tools like Rawshot.ai, Resleeve, LaFibre, Uwear, and ZMO to help you identify the best fit for your specific needs in fashion design and digital apparel creation.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | Rawshot.ai AI-powered platform that generates unlimited lifelike model photography and videos for fashion brands without photoshoots, models, or studios. | specialized | 9.3/10 | 9.5/10 | 9.2/10 | 9.4/10 |
| 2 | Resleeve Generates production-ready clothing designs from text prompts, sketches, or trends using advanced AI. | specialized | 9.0/10 | 9.5/10 | 8.7/10 | 8.5/10 |
| 3 | LaFibre Creates stunning, customizable apparel designs and visuals instantly from simple text descriptions. | specialized | 8.7/10 | 9.2/10 | 8.5/10 | 8.3/10 |
| 4 | Uwear AI clothing generator that produces hyper-realistic images of garments on models from text inputs. | specialized | 8.4/10 | 9.0/10 | 8.5/10 | 7.8/10 |
| 5 | ZMO Generates professional fashion photography of clothing on diverse AI models at scale. | specialized | 8.2/10 | 8.5/10 | 9.0/10 | 7.8/10 |
| 6 | Midjourney Discord-based AI image generator excels at creating intricate and artistic clothing design concepts. | general_ai | 7.8/10 | 8.5/10 | 6.2/10 | 7.0/10 |
| 7 | Leonardo.ai High-speed AI art platform with fashion-specific models for generating detailed apparel visuals. | general_ai | 7.8/10 | 8.2/10 | 8.0/10 | 7.5/10 |
| 8 | DreamStudio Stable Diffusion web app for crafting custom, high-quality clothing and fashion images. | general_ai | 7.5/10 | 7.8/10 | 8.2/10 | 6.9/10 |
| 9 | Ideogram Text-to-image AI perfect for rendering branded clothing with precise text and details. | general_ai | 7.4/10 | 7.2/10 | 9.1/10 | 8.0/10 |
| 10 | Krea.ai Real-time AI image generator and editor for rapid fashion design prototyping and iteration. | general_ai | 7.8/10 | 8.2/10 | 8.5/10 | 7.0/10 |
AI-powered platform that generates unlimited lifelike model photography and videos for fashion brands without photoshoots, models, or studios.
Generates production-ready clothing designs from text prompts, sketches, or trends using advanced AI.
Creates stunning, customizable apparel designs and visuals instantly from simple text descriptions.
AI clothing generator that produces hyper-realistic images of garments on models from text inputs.
Generates professional fashion photography of clothing on diverse AI models at scale.
Discord-based AI image generator excels at creating intricate and artistic clothing design concepts.
High-speed AI art platform with fashion-specific models for generating detailed apparel visuals.
Stable Diffusion web app for crafting custom, high-quality clothing and fashion images.
Text-to-image AI perfect for rendering branded clothing with precise text and details.
Real-time AI image generator and editor for rapid fashion design prototyping and iteration.
Rawshot.ai
specializedAI-powered platform that generates unlimited lifelike model photography and videos for fashion brands without photoshoots, models, or studios.
Attribute-based synthetic model generation with provable EU AI Act compliance, full audit trails, and C2PA authentication for trustworthy, regulation-ready content.
Rawshot.ai is an AI image and video generator designed specifically for fashion brands, e-commerce businesses, and agencies to create professional, photorealistic visual content at scale. Users import product images (flat lays, snapshots, 3D renders), customize photoshoots with over 600 synthetic models, 150+ camera styles, and 1500+ backgrounds, then generate, edit, and animate content effortlessly. It stands out by using attribute-based synthetic models for full EU AI Act compliance, providing audit trails, C2PA authentication, and massive savings—up to 99.9% on costs and weeks of time compared to traditional shoots—while granting full commercial rights.
Pros
- Drastically reduces costs and time (up to 99.9% savings vs. traditional photoshoots)
- Photorealistic outputs with compliant synthetic models and full commercial rights
- Comprehensive tools including bulk import, editing, video generation, and project management
Cons
- Image generation can take 24-48 hours
- Token-based pricing may accumulate costs for high-volume use
- Primarily tailored to fashion/product visualization, less versatile for other domains
Best For
Fashion brands, e-commerce stores, and marketing agencies seeking scalable, compliant, and cost-effective AI-generated product photography and videos.
More related reading
Resleeve
specializedGenerates production-ready clothing designs from text prompts, sketches, or trends using advanced AI.
Precise AI-driven garment try-on with hyper-realistic fitting across diverse, on-demand model generations
Resleeve.ai is an AI-powered clothing design platform that transforms sketches, flats, or tech packs into photorealistic mockups on diverse AI-generated models. It excels in generating high-fidelity garment visualizations, allowing customization of fabrics, patterns, fits, and styles to streamline fashion prototyping. Ideal for fashion brands, the tool bridges the gap between concept and production-ready renders with impressive speed and accuracy.
Pros
- Exceptional photorealistic garment rendering on customizable AI models
- Advanced customization for fabrics, patterns, and fits
- Significant time savings in fashion design workflows
Cons
- Subscription model required for full access with credit-based limits
- Steeper learning curve for non-fashion professionals
- Higher pricing may deter solo hobbyists
Best For
Professional fashion designers and brands needing rapid, high-quality clothing mockups and prototyping.
LaFibre
specializedCreates stunning, customizable apparel designs and visuals instantly from simple text descriptions.
Hyper-realistic fabric texture and drape simulation that mimics physical materials like silk, denim, and wool with uncanny accuracy
LaFibre (lafibre.ai) is an AI-powered clothing generator that creates photorealistic images of garments from text prompts, enabling users to design custom apparel with precise control over styles, fabrics, colors, and fits. It supports rapid prototyping for fashion designers by simulating real-world textures and details without needing physical samples. The platform also offers editing tools to refine designs iteratively, making it a versatile tool for virtual fashion creation.
Pros
- Exceptional photorealistic garment rendering with accurate fabric simulations
- User-friendly interface with prompt templates and easy customization
- Fast generation speeds for quick iterations during design process
Cons
- Free tier limited to 10 generations per month with watermarks
- Occasional inconsistencies in complex multi-element designs
- No built-in 3D modeling or export to CAD software
Best For
Fashion designers, small brands, and enthusiasts needing quick, high-quality visual prototypes for clothing concepts.
Uwear
specializedAI clothing generator that produces hyper-realistic images of garments on models from text inputs.
Advanced virtual try-on engine that realistically drapes any uploaded or generated clothing onto custom AI models
Uwear (uwear.ai) is an AI-driven platform specializing in clothing generation and virtual try-ons, enabling users to create photorealistic images of outfits on diverse AI-generated models from text prompts or uploaded designs. It supports fashion designers, e-commerce sellers, and brands in visualizing products without physical photoshoots. Key capabilities include custom model generation, style mixing, and high-resolution outputs for quick prototyping.
Pros
- Highly realistic virtual try-ons with accurate fabric rendering and fit simulation
- Extensive library of diverse body types, poses, and styles for inclusive representations
- Fast generation times, often under 30 seconds per image
Cons
- Credit-based system exhausts free tier quickly for heavy users
- Limited advanced editing tools compared to dedicated design software
- Occasional minor artifacts in complex patterns or accessories
Best For
Fashion brands and e-commerce stores needing rapid, cost-effective clothing visualization and prototyping.
More related reading
ZMO
specializedGenerates professional fashion photography of clothing on diverse AI models at scale.
Seamless AI virtual try-on that realistically fits generated clothes on diverse body types and poses
ZMO.ai is an AI-powered platform specializing in clothing generation and virtual try-on, allowing users to create custom apparel designs from text prompts or reference images. It generates high-fidelity visuals of garments on diverse AI models, enabling quick prototyping for fashion designers and e-commerce. The tool supports style customization, fabric simulation, and collection building, streamlining the design workflow.
Pros
- High-quality, realistic clothing generations with accurate fabric textures
- Intuitive virtual try-on feature on customizable models
- Fast iteration and prompt-based design customization
Cons
- Limited free credits require paid upgrades for heavy use
- Occasional inconsistencies in complex multi-garment outfits
- Fewer advanced editing tools compared to dedicated design software
Best For
Fashion designers, e-commerce brands, and content creators needing rapid AI-generated clothing prototypes and virtual fittings.
Midjourney
general_aiDiscord-based AI image generator excels at creating intricate and artistic clothing design concepts.
Discord-based /imagine command with seamless upscaling and variation tools for effortless clothing design exploration
Midjourney is a powerful AI image generation tool accessible via Discord that excels at creating high-quality, artistic visualizations of clothing designs from detailed text prompts. Users can generate photorealistic or stylized outfits, apparel concepts, and fashion illustrations by describing fabrics, styles, fits, and models. While not specialized for clothing production, it serves as an effective ideation tool for fashion designers seeking rapid visual prototypes.
Pros
- Exceptional image quality and artistic rendering of clothing designs
- Extensive variation and remix options for iterating on fashion concepts
- Vast community resources and style references for inspiration
Cons
- Requires Discord interface, which feels clunky for non-gamers
- No dedicated clothing-specific tools like pattern export or 3D modeling
- Prompt engineering has a learning curve for optimal results
Best For
Fashion designers and artists who need quick, high-fidelity visual concepts for apparel ideation without specialized software.
Leonardo.ai
general_aiHigh-speed AI art platform with fashion-specific models for generating detailed apparel visuals.
Alchemy refinement engine that automatically enhances prompts for superior clothing design coherence and detail
Leonardo.ai is a versatile AI image generation platform powered by advanced diffusion models, enabling users to create detailed clothing designs, outfits, and fashion concepts from text prompts. It supports photorealistic, stylized, or artistic renders of apparel, with tools for inpainting, upscaling, and style consistency across generations. While not exclusively a clothing generator, its robust customization excels in rapid prototyping for fashion designers prototyping garments, patterns, and collections.
Pros
- High-quality, customizable image generation tailored via prompts for diverse clothing styles
- Extensive library of fine-tuned models including fashion-specific ones
- Advanced editing tools like Canvas and Alchemy for refining clothing details
Cons
- Requires prompt engineering expertise for precise clothing outputs
- Credit-based system can limit heavy usage on free/paid tiers
- Lacks specialized 3D modeling or virtual try-on for apparel
Best For
Fashion designers and concept artists needing fast, high-fidelity 2D visuals for clothing prototypes.
More related reading
DreamStudio
general_aiStable Diffusion web app for crafting custom, high-quality clothing and fashion images.
Vast library of fine-tuned Stable Diffusion models for generating hyper-realistic or stylized clothing renders from simple text prompts
DreamStudio (dreamstudio.ai) is a web-based AI image generator powered by Stability AI's Stable Diffusion models, enabling users to create detailed 2D images of clothing designs, outfits, and fashion concepts from text prompts. It supports customization through styles, aspect ratios, negative prompts, and a library of community models for varied aesthetics like realistic, illustrative, or vintage looks. While versatile for creative ideation, it excels in generating visual mockups rather than production-ready patterns or 3D garments.
Pros
- Powerful Stable Diffusion models produce high-quality, detailed clothing visuals
- Intuitive web interface with live previews and easy prompt editing
- Access to community models and prompts tailored for fashion styles
Cons
- No specialized tools for clothing like pose control, pattern extraction, or 3D export
- Requires prompt engineering skills for consistent clothing accuracy
- Credit-based system becomes costly for high-volume generation
Best For
Hobbyist designers and artists who want quick 2D fashion concept visuals without needing advanced garment simulation.
Ideogram
general_aiText-to-image AI perfect for rendering branded clothing with precise text and details.
Unmatched text-to-image accuracy, ideal for generating clothing with precise branding, slogans, and labels.
Ideogram.ai is a powerful AI text-to-image generator renowned for its exceptional ability to render accurate and stylized text within images. As an AI Clothing Generator, it enables users to create detailed fashion designs, outfits, apparel concepts, and branded clothing by crafting descriptive prompts. While versatile for conceptual visualization, it lacks specialized tools for garment simulation or virtual try-on compared to dedicated fashion AI platforms.
Pros
- Superior text rendering for logos, labels, and typography on clothing
- High-quality, detailed image generation with style consistency
- Remix and magic prompt features enhance clothing design iterations
Cons
- No clothing-specific tools like pattern editing or 3D modeling
- Results heavily dependent on prompt quality and may require refinements
- Limited free tier credits restrict heavy usage
Best For
Fashion designers and hobbyists seeking quick, high-fidelity concept art for apparel with integrated text elements.
Krea.ai
general_aiReal-time AI image generator and editor for rapid fashion design prototyping and iteration.
Real-time AI canvas that transforms sketches into clothing designs on the fly
Krea.ai is an AI-powered real-time image generation and editing platform that allows users to create and manipulate visuals instantly via text prompts, sketches, or brush tools. As an AI Clothing Generator, it enables the production of high-fidelity 2D images of outfits, fabrics, and fashion designs by generating photorealistic renders of clothing on models or standalone. While versatile for creative ideation, it focuses on visual concepts rather than technical garment patterns or 3D modeling.
Pros
- Real-time generation for instant clothing design iterations
- Intuitive canvas with inpainting and upscaling tailored for fashion visuals
- High-quality, customizable outputs suitable for mood boards and concepts
Cons
- Lacks specialized tools for 3D clothing modeling or pattern generation
- Credit-based system limits free usage for heavy workloads
- Not optimized for precise technical fashion specs like measurements or sewing patterns
Best For
Fashion designers and stylists seeking quick 2D visualizations and concept art for clothing ideas without needing advanced 3D software.
Conclusion
After evaluating 10 fashion apparel, Rawshot.ai stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
Tools reviewed
Referenced in the comparison table and product reviews above.
How to Choose the Right AI Clothing Generator
This buyer’s guide is based on an in-depth analysis of the 10 AI Clothing Generator tools reviewed above, using the specific ratings and feature/pros/cons data from each review. The goal is to help you pick the right solution for your use case—whether you need compliance-ready, production-style on-model garment imagery (like RAWSHOT AI) or quick try-on and outfit ideation (like Genlook or GlamAR).
What Is AI Clothing Generator?
An AI Clothing Generator is software that creates or transforms fashion visuals—such as outfits, on-model product imagery, or virtual try-on previews—using prompts, garment photos, or interactive controls. It helps solve common workflows like fast apparel ideation, marketing look creation, and e-commerce visualization without starting from scratch. In practice, this category ranges from production-oriented on-model generation (RAWSHOT AI) to faster concepting and merchandising experiences (WearView, Genlook, and GlamAR).
Key Features to Look For
No-prompt, click-driven creative control
If you want consistent, high-quality fashion outputs without prompt engineering, prioritize a UI that exposes directorial variables. RAWSHOT AI stands out with click-driven control over camera, pose, lighting, background, composition, style, and product focus.
On-model garment fidelity (cut, color, pattern, logo, fabric, drape)
For product visualization and catalog needs, garment fidelity matters more than “pretty” visuals. RAWSHOT AI is explicitly described as faithful to garment attributes including cut, color, pattern, logo, fabric, and drape, while many prompt-driven tools are positioned more for ideation and may be less production-grade (WearView, Gensmo, Genlook).
Production-scale workflow options (GUI plus API and automation readiness)
If you’re generating at volume, look for scalability beyond a basic web page. RAWSHOT AI provides both a browser-based GUI and a REST API, enabling easier integration into catalog or asset pipelines than tools focused mainly on interactive ideation (VEED, Designkit, Fotor).
Built-in AI disclosure and provenance metadata
Brands and agencies increasingly need compliance signals in outputs. RAWSHOT AI embeds C2PA-signed provenance metadata plus multi-layer watermarking and explicit AI labeling on every generation.
Repeatable character/body consistency for catalogs
If you’re standardizing models across collections, check whether the tool supports consistent synthetic models. RAWSHOT AI uses composite synthetic models built from a fixed set of body attributes (28 attributes with multiple options), which is a strength for standardization even if it may limit highly bespoke modeling.
Try-on/merchandising preview capabilities (for shoppers, not production design)
If your goal is improving purchase confidence via previews rather than generating novel apparel specifications, prioritize try-on features. Genlook (Shopify widget) and GlamAR focus on virtual try-on experiences for merchandising, whereas RAWSHOT AI is oriented toward production-style on-model imagery.
How to Choose the Right AI Clothing Generator
Define the output you actually need: production imagery vs concept/try-on
Start by selecting which “end product” you need. For catalog-like, on-model garment imagery with strong fidelity and compliance, RAWSHOT AI is the clearest match; for quick outfit ideation, tools like WearView, Gensmo, and Genlook are more aligned with concepting.
Choose a control style that matches your team’s skills
If your team doesn’t want to learn prompt engineering, RAWSHOT AI’s click-driven, no-prompt interface is a major advantage. If you are comfortable iterating via prompts and want speed, prompt-based tools like VEED, Designkit, and Tryona can fit, but expect control and consistency to depend heavily on prompt clarity.
Assess how much garment-spec accuracy matters to your workflow
For pattern/color/material/logo accuracy and faithful drape, RAWSHOT AI’s pros explicitly call out faithful representation. For consumer-style edits and outfit changes, tools like Fotor (clothes changer) are typically stronger as fast visual experimentation, where garment fidelity is not the primary focus.
Check scalability, integration, and compliance needs
If you need to generate many assets and want integration, RAWSHOT AI’s GUI plus REST API supports scale. If compliance and AI disclosure are required for every output, RAWSHOT AI includes C2PA-signed provenance, watermarking, and explicit AI labeling, which most other tools do not advertise in the same way.
Compare pricing model fit to your expected volume
Pick pricing based on how you budget and how predictably you generate. RAWSHOT AI is priced per image at approximately $0.50 per image (about five tokens per generation) with tokens not expiring and permanent commercial rights, while most others are subscription or credit/usage-based and can vary by plan tier (WearView, Gensmo, VEED, Designkit, TryOn AI App, Tryona).
Who Needs AI Clothing Generator?
Fashion operators, indie designers, and compliance-sensitive brands needing on-model imagery at scale
RAWSHOT AI is the strongest fit because it produces original on-model imagery and video of real garments, includes explicit AI labeling and C2PA-signed provenance, and supports catalog-scale generation with a GUI and REST API.
Fashion students, creators, and small teams focused on apparel ideation and rapid iteration
WearView is best aligned with prompt-to-clothing concept generation for fast style exploration. Gensmo also targets rapid outfit concept variation for inspiration rather than production-grade garment engineering.
Content creators and marketers who need fast outfit visuals for social and campaigns
Gensmo, Genlook, and VEED are oriented toward quick, prompt-driven fashion concepting and iteration. This makes them practical for generating inspiration and visuals, even if they may be less suited to highly precise garment specification.
Retailers and e-commerce teams focused on shoppers’ virtual try-on experiences
GlamAR and Genlook (Shopify widget) prioritize merchandising via virtual try-on previews. They are better for interactive customer visualization than for generating production-grade novel garment specs from scratch.
Pricing: What to Expect
Pricing models vary significantly across the 10 tools. RAWSHOT AI is explicitly priced at approximately $0.50 per image (about five tokens per generation), with tokens not expiring and permanent commercial rights. Most other tools (WearView, Gensmo, Genlook, Fotor, VEED, Designkit, TryOn AI App, Tryona) use subscription and/or credit/usage tiers where exact costs depend on plan limits. GlamAR is positioned as a business solution with pricing typically customized by volume and integration needs rather than a clearly transparent self-serve rate.
Common Mistakes to Avoid
Assuming all tools provide production-grade garment fidelity
Many tools are optimized for ideation or creative editing rather than precise pattern/material accuracy. If fidelity is critical, RAWSHOT AI is the clearest production-oriented option; consumer-focused workflows like Fotor are designed more for fast clothing changes than for garment-spec accuracy.
Buying based on speed but ignoring control and repeatability
Prompt-driven tools can produce inconsistent results when prompt wording changes, which can impact repeatability. Tools like VEED and Designkit emphasize quick iteration, but RAWSHOT AI’s click-driven, no-prompt control is designed to reduce the need for prompt fine-tuning.
Overlooking compliance requirements (AI disclosure, provenance, watermarking)
If your team needs auditable AI disclosure, prioritize tools that explicitly include it. RAWSHOT AI bakes in C2PA-signed provenance metadata, multi-layer watermarking, and explicit AI labeling; the reviews do not similarly highlight these compliance mechanisms for the other tools.
Mismatching pricing model to your generation volume
Per-image/token pricing can be more predictable at certain volumes, while subscription/credits can become costly depending on tier and usage limits. RAWSHOT AI’s $0.50 per image model with non-expiring tokens differs from the subscription/credit approaches used by WearView, Gensmo, VEED, Designkit, and Tryona.
How We Selected and Ranked These Tools
We evaluated each tool using the review-provided dimensions: overall rating, features rating, ease of use rating, and value rating. The rankings also reflect what the reviews identify as standout differentiators—for example, RAWSHOT AI’s click-driven, no-prompt creative control, on-model fidelity, and embedded compliance/provenance. RAWSHOT AI ranked highest overall (9.0/10) largely because it combined high feature depth (9.3/10), strong ease of use (9.0/10), and a value proposition supported by transparent per-image pricing and permanent commercial rights, while lower-ranked tools were more consistently positioned for ideation, try-on, or consumer editing rather than production-grade garment generation.
Frequently Asked Questions About AI Clothing Generator
Which AI clothing generator is best if we don’t want to write prompts?
RAWSHOT AI is the strongest match because it uses a click-driven, no-prompt interface that exposes creative variables like camera, pose, lighting, background, composition, style, and product focus. That reduces the need for prompt engineering compared with prompt-first tools like WearView, VEED, and Designkit.
What tool should a brand choose for compliance-ready AI fashion imagery?
RAWSHOT AI is built for compliance, including C2PA-signed provenance metadata, multi-layer watermarking, and explicit AI labeling on every generation. The other tools in the reviews are described more around ideation, try-on, or creative editing rather than highlighting embedded compliance mechanisms.
Are virtual try-on tools a substitute for production-style garment generation?
They’re different categories. GlamAR and Genlook excel at virtual try-on and merchandising previews, improving shopping confidence, but they’re positioned more for visualization than for production-grade novel garment specification. For on-model garment imagery with higher fidelity emphasis, RAWSHOT AI is the better fit.
Which option is most cost-predictable for frequent production runs?
RAWSHOT AI provides a clear per-image pricing model (approximately $0.50 per image) with non-expiring tokens and permanent commercial rights. Most other tools use subscription and/or credit/usage tiers where exact generation limits and total cost depend on plan selection (WearView, Gensmo, VEED, Designkit, Tryona, and TryOn AI App).
If we want to swap outfits on existing photos quickly, what should we consider?
Fotor’s AI Outfit Generator / Clothes Changer is designed for fast outfit variation and clothing swaps from a photo, integrated into a broader editing suite. Designkit can also support outfit generation/clothing changes quickly, but for more consistent, garment-faithful on-model creation, RAWSHOT AI is the more production-oriented choice.
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