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Fashion ApparelTop 10 Best AI Studio Fashion Photo Generator of 2026
Discover the best AI studio fashion photo generators. Compare features, quality, and ease of use to create stunning fashion images. 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 28 body attributes for unlimited unique, non-likeness models fully compliant with EU AI Act standards.
Built for fashion brands, e-commerce stores, and agencies needing scalable, cost-effective professional photography and video content without photoshoots..
Lalaland.ai
Precise demographic and body-type customization for generating inclusive virtual fashion models on demand
Built for fashion brands, e-commerce retailers, and designers needing quick, diverse, and cost-effective model photography..
ZMO.ai
AI Model Swapper that seamlessly replaces models in outfits while maintaining hyper-realistic studio proportions and lighting
Built for fashion brands, e-commerce sellers, and designers needing rapid, professional studio photos without hiring photographers..
Comparison Table
This table compares leading AI fashion photo generation tools like Rawshot.ai, Lalaland.ai, and ZMO.ai to help you identify the right solution. It breaks down key features, capabilities, and use cases, so you can quickly evaluate which platform best suits your creative or commercial needs.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | Rawshot.ai AI Image & Video Generator for Fashion Brands | specialized | 9.6/10 | 9.8/10 | 9.5/10 | 9.7/10 |
| 2 | Lalaland.ai Generates customizable photorealistic AI fashion models for inclusive virtual photoshoots and marketing campaigns. | specialized | 9.2/10 | 9.5/10 | 8.8/10 | 9.0/10 |
| 3 | ZMO.ai Creates hyper-realistic AI-generated fashion model images with precise control over poses, outfits, and studio lighting. | specialized | 8.7/10 | 9.2/10 | 8.5/10 | 8.0/10 |
| 4 | Botika.ai Produces professional AI fashion photoshoots featuring diverse virtual models for e-commerce and advertising. | specialized | 8.4/10 | 8.7/10 | 8.5/10 | 8.0/10 |
| 5 | Vmake.ai Generates studio-quality fashion model photos from text descriptions, supporting custom poses and clothing. | specialized | 8.2/10 | 8.5/10 | 9.0/10 | 7.8/10 |
| 6 | Booth.ai Transforms product shots into lifestyle fashion images using AI models in realistic studio environments. | specialized | 8.4/10 | 8.7/10 | 9.2/10 | 7.9/10 |
| 7 | Pebblely Automatically generates professional product and fashion lifestyle photos with AI-powered models and scenes. | specialized | 8.2/10 | 8.5/10 | 9.2/10 | 7.7/10 |
| 8 | Claid.ai Enhances and generates high-quality fashion e-commerce images with AI upscaling, background replacement, and model integration. | specialized | 8.4/10 | 8.7/10 | 9.1/10 | 7.8/10 |
| 9 | Photoroom AI photo editor that removes backgrounds and generates custom studio settings for fashion product shots. | creative_suite | 8.4/10 | 8.7/10 | 9.2/10 | 8.0/10 |
| 10 | Midjourney Discord-powered AI image generator excelling in detailed, artistic fashion photography and model designs. | general_ai | 8.2/10 | 9.1/10 | 6.7/10 | 7.8/10 |
Generates customizable photorealistic AI fashion models for inclusive virtual photoshoots and marketing campaigns.
Creates hyper-realistic AI-generated fashion model images with precise control over poses, outfits, and studio lighting.
Produces professional AI fashion photoshoots featuring diverse virtual models for e-commerce and advertising.
Generates studio-quality fashion model photos from text descriptions, supporting custom poses and clothing.
Transforms product shots into lifestyle fashion images using AI models in realistic studio environments.
Automatically generates professional product and fashion lifestyle photos with AI-powered models and scenes.
Enhances and generates high-quality fashion e-commerce images with AI upscaling, background replacement, and model integration.
AI photo editor that removes backgrounds and generates custom studio settings for fashion product shots.
Discord-powered AI image generator excelling in detailed, artistic fashion photography and model designs.
Rawshot.ai
specializedAI Image & Video Generator for Fashion Brands
Attribute-based synthetic model generation with 28 body attributes for unlimited unique, non-likeness models fully compliant with EU AI Act standards.
Rawshot.ai is an AI-powered platform that enables fashion brands, e-commerce businesses, and agencies to generate professional photorealistic images and videos without traditional photoshoots by importing products and customizing synthetic models, scenes, and styles. Users can bulk-import catalogs, select from 600+ models defined by 28 attributes, choose 150+ camera styles and 1500+ backgrounds, edit details, and even create video campaigns. It stands out for its EU AI Act compliance through attribute-based generation, full commercial rights, audit logs, and C2PA labeling, delivering high realism and consistency while saving 80-95% on costs and time.
Pros
- Infinite unique synthetic models via 28 customizable body attributes ensuring diversity and compliance
- Photorealistic images/videos with pro-grade editing tools and video animation for campaigns
- Simple 3-step workflow (import, customize, generate) with bulk imports and project management for scalability
Cons
- Token-based pricing could accumulate costs for very high-volume users
- Primarily focused on fashion visuals, less versatile for non-apparel products
- Dependence on AI generation may occasionally require manual edits for perfection
Best For
Fashion brands, e-commerce stores, and agencies needing scalable, cost-effective professional photography and video content without photoshoots.
Lalaland.ai
specializedGenerates customizable photorealistic AI fashion models for inclusive virtual photoshoots and marketing campaigns.
Precise demographic and body-type customization for generating inclusive virtual fashion models on demand
Lalaland.ai is an AI-powered platform specializing in generating photorealistic fashion models and studio-quality photos for e-commerce and brands. Users can customize models by ethnicity, age, body type, pose, and clothing, integrating seamlessly with product images for virtual try-ons and catalogs. It eliminates the need for costly photoshoots while promoting diversity and inclusivity in fashion imagery.
Pros
- Highly customizable AI models with precise control over diversity, body types, and poses
- Photorealistic outputs ideal for professional fashion catalogs and e-commerce
- Fast generation times and easy integration with existing workflows
Cons
- Subscription costs can add up for high-volume users
- Limited free tier restricts extensive testing
- Occasional minor artifacts in highly complex scenes or outfits
Best For
Fashion brands, e-commerce retailers, and designers needing quick, diverse, and cost-effective model photography.
ZMO.ai
specializedCreates hyper-realistic AI-generated fashion model images with precise control over poses, outfits, and studio lighting.
AI Model Swapper that seamlessly replaces models in outfits while maintaining hyper-realistic studio proportions and lighting
ZMO.ai is an AI-powered platform specializing in generating hyper-realistic studio-quality fashion photos from user-uploaded images of models or products. It enables virtual outfit changes, pose adjustments, and professional lighting setups without the need for physical photoshoots. Ideal for fashion brands, e-commerce, and designers, it streamlines the creation of high-end visuals for catalogs and marketing.
Pros
- Exceptionally realistic fashion photo generation with accurate fabric rendering and lighting
- Quick turnaround for model swapping and outfit variations
- Tailored tools for e-commerce product shots and lookbooks
Cons
- Credit-based system can get expensive for high-volume users
- Limited free tier with watermarks on outputs
- Occasional inconsistencies in complex pose generations
Best For
Fashion brands, e-commerce sellers, and designers needing rapid, professional studio photos without hiring photographers.
Botika.ai
specializedProduces professional AI fashion photoshoots featuring diverse virtual models for e-commerce and advertising.
AI-powered virtual model casting with 100+ diverse body types, ethnicities, and poses for inclusive fashion visuals
Botika.ai is an AI-powered platform specializing in generating hyper-realistic studio-quality fashion photographs for e-commerce and brands. Users upload clothing images, select from diverse virtual models, poses, and backgrounds, and the AI seamlessly composites professional visuals without needing physical photoshoots. It streamlines product photography, saving time and costs while offering customizable outputs for catalogs and marketing.
Pros
- Hyper-realistic image generation with diverse model options
- Fast processing and easy upload-to-output workflow
- Cost-effective alternative to traditional photoshoots
Cons
- Limited free credits require paid subscription for heavy use
- Occasional minor artifacts in complex clothing textures
- Fewer advanced editing tools compared to full design suites
Best For
E-commerce fashion brands and small retailers seeking scalable, professional product photos without hiring photographers.
Vmake.ai
specializedGenerates studio-quality fashion model photos from text descriptions, supporting custom poses and clothing.
AI Virtual Try-On that seamlessly fits any clothing onto diverse model types with studio lighting
Vmake.ai is an AI-driven platform designed for generating professional studio-quality fashion photos, allowing users to create realistic images of models in various outfits using text prompts or uploaded photos. It excels in virtual try-on features, model swapping, and customizing poses and backgrounds for e-commerce and fashion design needs. The tool leverages advanced generative AI to produce high-fidelity images quickly without requiring photography skills or equipment.
Pros
- Generates hyper-realistic studio fashion photos with precise outfit rendering
- User-friendly interface with drag-and-drop simplicity
- Fast processing and versatile customization options like model swaps
Cons
- Credit-based system limits free usage significantly
- Some advanced editing requires higher-tier subscriptions
- Occasional inconsistencies in complex pose generations
Best For
Fashion e-commerce sellers and designers needing quick, cost-effective product visualization on models.
Booth.ai
specializedTransforms product shots into lifestyle fashion images using AI models in realistic studio environments.
AI Virtual Try-On that instantly dresses uploaded models in real clothing from a massive catalog
Booth.ai is an AI-powered platform specializing in generating professional studio-quality fashion photos from user-uploaded images. It allows users to virtually try on thousands of outfits, customize styles, poses, and backgrounds, producing realistic e-commerce-ready visuals. The tool streamlines fashion photography for brands and creators by automating high-end image production without physical shoots.
Pros
- Exceptional realism in AI-generated fashion photos and virtual try-ons
- Intuitive interface with quick generation times (under 30 seconds)
- Vast library of outfits, models, and customizable studio settings
Cons
- Subscription required for high-volume use, limiting free tier
- Output quality can vary based on input photo lighting and angles
- Fewer advanced editing tools compared to full design suites
Best For
E-commerce sellers, fashion influencers, and small brands needing cost-effective, professional product and model photography.
Pebblely
specializedAutomatically generates professional product and fashion lifestyle photos with AI-powered models and scenes.
Seamless AI model fitting that automatically adapts clothing to diverse body types and poses for studio-ready results
Pebblely is an AI-driven platform that converts basic product images into professional studio-quality fashion photos by intelligently placing apparel on diverse virtual models and customizable backgrounds. It eliminates the need for costly photoshoots, offering quick generation of high-resolution images tailored for e-commerce and marketing. Users can select from various styles, poses, and scenes to create realistic visuals with minimal effort.
Pros
- Exceptionally user-friendly interface with one-click generation
- High-quality, realistic model integration for fashion products
- Saves significant time and cost compared to traditional photoshoots
Cons
- Credit-based system can become expensive for high-volume users
- Limited advanced customization options like precise pose editing
- Occasional inconsistencies in fabric rendering on complex garments
Best For
E-commerce fashion brands and small sellers needing quick, professional product photos without photography expertise.
Claid.ai
specializedEnhances and generates high-quality fashion e-commerce images with AI upscaling, background replacement, and model integration.
AI Model Apply for seamlessly fitting user-uploaded clothing onto diverse virtual models
Claid.ai is an AI-powered image generation and editing platform tailored for e-commerce and fashion, enabling users to create studio-quality product photos, apply clothing to virtual models, and enhance images with tools like background generation, relighting, and upscaling. It streamlines the process of producing professional fashion visuals without physical photoshoots, supporting diverse model representations and lifestyle scenes. Ideal for quick iterations in product photography workflows.
Pros
- High-quality AI generation of fashion photos on virtual models
- Intuitive web interface with fast processing times
- Specialized e-commerce tools like relighting and background customization
Cons
- Credit-based pricing can become costly for high-volume use
- Limited advanced creative controls compared to general AI generators
- Occasional inconsistencies in model fitting for complex garments
Best For
E-commerce fashion brands and retailers needing efficient, scalable studio photo generation for product listings.
Photoroom
creative_suiteAI photo editor that removes backgrounds and generates custom studio settings for fashion product shots.
AI Studio generator that instantly places clothing on customizable virtual models in professional lighting setups
Photoroom is an AI-powered photo editing platform specializing in background removal, enhancement, and generation of studio-quality images ideal for e-commerce and fashion. It excels at transforming user-uploaded clothing or product photos into professional studio shots using AI-generated models, customizable lighting, and virtual backgrounds. The tool offers templates for fashion photoshoots, quick edits, and export options optimized for online stores.
Pros
- Ultra-fast AI background removal and generation
- Realistic AI models for virtual fashion try-ons and studio shoots
- Intuitive interface with mobile app support
Cons
- Free plan limited by credits and watermarks
- AI generation quality inconsistent for highly complex designs
- Advanced customization locked behind paid tiers
Best For
E-commerce sellers and small fashion brands needing quick, professional studio photos without hiring photographers.
Midjourney
general_aiDiscord-powered AI image generator excelling in detailed, artistic fashion photography and model designs.
Discord-integrated real-time collaborative generation with remix and variation tools for iterative fashion design.
Midjourney is a Discord-based AI image generator that excels at creating high-quality, photorealistic fashion photos and artistic concepts from text prompts. It allows users to generate studio-like fashion imagery, including models in various poses, outfits, lighting, and settings, with options for upscaling, variations, and remixing. While not a dedicated fashion studio tool, its diffusion model produces professional-grade visuals ideal for mood boards and design inspiration.
Pros
- Exceptional image quality and detail for fashion photography
- Advanced customization via prompts, parameters, and remix tools
- Vibrant community and style references for inspiration
Cons
- Clunky Discord interface not suited for quick studio workflows
- Steep learning curve for effective prompt engineering
- No free tier; requires subscription for practical use
Best For
Fashion designers, photographers, and stylists needing high-end AI-generated concept images and mood boards.
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 Studio Fashion Photo Generator
This buyer’s guide is based on an in-depth analysis of the 10 AI Studio fashion photo generator tools reviewed above, comparing their real feature sets, strengths, weaknesses, and pricing models. Use it to shortlist the right platform for your use case—whether you need compliance-ready, catalog-scale consistency (as with RAWSHOT AI) or fast prompt-driven ideation (as with Pixla AI and bitStudio).
What Is AI Studio Fashion Photo Generator?
An AI Studio fashion photo generator is a web-based workflow that creates studio-style fashion imagery (often including virtual try-on) from garment inputs and/or prompts or references, so brands can move faster than traditional shoots. These tools help teams prototype looks, generate campaign and lookbook visuals, and iterate on styling and presentation without production overhead. In practice, the category ranges from highly structured, fashion-specific pipelines like RAWSHOT AI (click-driven, no text prompting for on-model garments) to prompt/reference-driven studios like Replica AI and Pixla AI for rapid, studio-like variations.
Key Features to Look For
No-text-prompt, click-driven creative control
If your team wants repeatable fashion direction without prompt engineering, look for UI presets that control camera, pose, lighting, background, and composition. RAWSHOT AI is the standout here—its click-driven workflow explicitly targets the “articulation barrier” by letting you direct generations via controls rather than text prompts.
Fashion-optimized studio output (garment-first aesthetics)
Some tools are optimized for stylized fashion images rather than general creative art, which matters when you’re generating apparel-centric visuals for marketing and e-commerce. Modaflow and Pixla AI emphasize fashion-first presentation, while bitStudio and Ateli focus on fashion-forward, photo-like styling iteration.
Virtual try-on and garment combination workflows
If you need try-on or outfit variation generation, choose a tool that’s positioned for those fashion workflows (not only generic image creation). Replica AI and Vtry AI are specifically oriented to studio-style fashion generation, and Vtry AI highlights garment combination generation for ecommerce imagery.
Consistency controls for catalog-scale repeatability
For campaigns or catalogs, you’ll want repeatable identity/pose/outfit handling and batch reliability. RAWSHOT AI is built for catalog-scale consistency and automation support, while several prompt-driven tools (like Modaflow, FitTo, and Vtry AI) warn that consistency can require careful prompting and may vary across sessions.
Compliance and provenance metadata (C2PA + labeling)
If you produce customer-facing content where provenance matters, prioritize explicit AI labeling and signed metadata. RAWSHOT AI is explicitly described as producing C2PA-signed provenance metadata, multi-layer watermarking, and explicit AI labeling on every generation.
Production-friendly resolution and output options
Resolution ceilings and aspect ratio support affect downstream usage (web, ads, and print-like layouts). Modaflow positions itself around 4K realistic fashion photography, while RAWSHOT AI supports outputs up to 4K with flexible aspect ratios and even fashion video generation.
How to Choose the Right AI Studio Fashion Photo Generator
Start with your workflow style: click-directing vs prompt-iterating
If your team prefers directorial, structured control over prompts, RAWSHOT AI is designed around a click-driven interface with UI presets for core variables like lighting and background—making it a strong fit for fashion teams that don’t want prompt engineering. If you want faster ideation cycles by adjusting prompts and references, Pixla AI, Replica AI, and bitStudio lean into prompt-to-image iteration.
Define your asset goal: ideation mockups vs production-ready catalog content
For early concepting and look exploration, prompt-driven studios such as Ateli, bitStudio, and Fashion Studio AI can be efficient. For more production-oriented needs—especially when you need consistent synthetic models and clear provenance—RAWSHOT AI is the strongest fit in the reviewed set.
Check repeatability requirements and what “consistency” means for you
If you must maintain consistent model/outfit direction across a batch, prioritize tools that are explicitly described as consistent or catalog-ready. RAWSHOT AI is positioned for catalog-scale consistency; in contrast, tools like Vtry AI and Modaflow note that results and realism/brand consistency can vary and may require multiple attempts.
Validate compliance needs (labeling, watermarking, provenance)
If you need audit-friendly outputs, RAWSHOT AI’s C2PA-signed provenance metadata and multi-layer watermarking are major differentiators. Other tools in the list are reviewed primarily on creative workflow and iteration speed, and none are described with the same explicit provenance and labeling details.
Stress-test pricing against your expected volume and tolerance for iteration
Consider the cost model and how often you’ll need re-generations. RAWSHOT AI’s per-image pricing (approximately $0.50 per image) is easier to estimate; prompt-driven tools like Replica AI and Pixla AI typically scale via subscriptions/credits and can become cost-inefficient if you rely on heavy trial-and-error.
Who Needs AI Studio Fashion Photo Generator?
Independent designers and DTC brands that need compliant, on-brand catalog imagery
RAWSHOT AI is tailored for designers and sellers who want on-model fashion imagery with governance: C2PA-signed provenance, multi-layer watermarking, and explicit AI labeling per generation. Its click-driven workflow and catalog-scale consistency aim to reduce iteration overhead compared to prompt-heavy tools.
Fashion marketers and content creators who need fast studio-style visuals for ideation and campaigns
If your primary goal is quick concepting and variations, tools like Pixla AI, bitStudio, and Replica AI are positioned for rapid prompt/reference iteration and marketing-friendly output. They prioritize speed and usability, but you should expect that repeatability may depend on prompt quality and may require more iteration.
Teams focused on ecommerce try-on and wardrobe/outfit variation generation
For ecommerce-oriented garment workflows, Replica AI and Vtry AI are reviewed as being optimized for studio-like on-model fashion imagery and try-on/garment combination use cases. These are best when you iterate to visually appealing results rather than needing fully controlled end-to-end production.
Fashion editors and campaign creatives who want editorial or magazine-style styling
If you’re aiming for magazine-like editorial aesthetics, PhotoForge AI (Fashion Editorial AI Generator) is reviewed as editorial-first, emphasizing magazine-style styling and presentation. This makes it a strong choice for moodboards and concepting where editorial look outweighs strict catalog-level repeatability.
Pricing: What to Expect
Pricing in the reviewed set is either per-image (RAWSHOT AI at approximately $0.50 per image) or subscription/credits/tier-based for most others. RAWSHOT AI also notes permanent commercial rights to outputs and that failed generations return tokens, which can improve cost predictability. Replica AI, bitStudio, Ateli, Vtry AI, Modaflow, FitTo, Pixla AI, Fashion Studio AI, and PhotoForge AI generally use credit/subscription models where costs scale with how efficiently you generate usable results—meaning heavy trial-and-error can reduce value.
Common Mistakes to Avoid
Choosing prompt-first tools when you need click-driven, production-style control
If your team wants to avoid prompt engineering and instead direct camera/pose/lighting via UI presets, RAWSHOT AI is the match; tools like Pixla AI and Vtry AI rely more on prompt iteration, which can increase friction for non-technical teams.
Underestimating consistency risk across batches
Several tools emphasize speed but warn that consistency can vary depending on prompt quality and reference handling (Replica AI, Modaflow, Vtry AI, FitTo, Ateli). If you need catalog-scale repeatability, RAWSHOT AI is explicitly built for consistent synthetic models and catalog automation support.
Not budgeting for iteration costs in credit/subscription systems
When pricing scales with usage and credits (Replica AI, bitStudio, Ateli, Vtry AI, Modaflow, FitTo, Pixla AI, Fashion Studio AI, PhotoForge AI), multiple attempts can quickly add up. RAWSHOT AI’s per-image pricing (~$0.50 per image) can be more predictable when you’re producing large sets.
Ignoring compliance/provenance requirements
If provenance and labeling are required for compliance, RAWSHOT AI is reviewed as providing C2PA-signed provenance metadata, multi-layer watermarking, and explicit AI labeling on every generation. Other tools are described mainly in terms of creative outputs and iteration speed, without comparable compliance specifics in the provided reviews.
How We Selected and Ranked These Tools
We evaluated each tool using the rating dimensions reported in the reviews: overall rating, features rating, ease of use rating, and value rating. The rankings emphasize both fashion-specific usefulness (e.g., studio control, garment/try-on workflow fit, editorial suitability) and practical considerations like repeatability and user workflow friction. RAWSHOT AI scored highest overall (9.0/10) largely due to its standout click-driven no-text-prompt directorial control, catalog-scale consistency orientation, and compliance-ready outputs (C2PA-signed provenance, multi-layer watermarking, explicit AI labeling), which are not described to the same depth in lower-ranked tools such as Modaflow and PhotoForge AI.
Frequently Asked Questions About AI Studio Fashion Photo Generator
Which AI studio tool is best for fashion teams that don’t want to write prompts?
RAWSHOT AI is the clearest fit because it’s built around a click-driven, no-text-prompt workflow with UI controls for camera, pose, lighting, background, and composition. This is especially useful when you want consistent fashion direction without prompt engineering.
If we need compliant, provenance-ready outputs, which tool should we prioritize?
RAWSHOT AI should be your first evaluation. The review data specifies C2PA-signed provenance metadata, multi-layer watermarking, and explicit AI labeling on every generation—features designed for compliance and audit use.
What should we pick for fast ecommerce try-on and garment/outfit variation generation?
Replica AI and Vtry AI are both positioned for fashion-studio-style outputs with virtual try-on and garment-focused workflows. Expect that results and repeatability can depend on prompt and reference handling, so plan for iteration.
Which tool is better for editorial or magazine-style fashion visuals?
PhotoForge AI (Fashion Editorial AI Generator) is reviewed as editorial-first, geared toward magazine-style styling and presentation. If your goal is moodboards, campaign ideation, and editorial aesthetics, it aligns closely with that objective.
How can we estimate cost without guessing if credit/subscription plans will be expensive?
If your output needs are high-volume and you want predictability, RAWSHOT AI’s per-image pricing (about $0.50 per image) is directly measurable. For credit/subscription tools like Pixla AI, Replica AI, Modaflow, and others, the review data indicates value depends on planned, efficient generation—so you should pilot with a small test set before scaling.
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