Stable Diffusion KMP vs The New Black

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionStable Diffusion KMPThe New Black
PricingFree (open source, no cost)Freemium (free tier, Pro subscription, Business custom pricing)
Best ForMobile Stable Diffusion enthusiasts with provider flexibilityFashion brands designing apparel/accessories
Key FeaturesMulti-provider support (Automatic1111, OpenAI, etc.), on-device generation, full parameter controlText-to-fashion design, tech pack exports, virtual try-on, custom AI models
PlatformMobile (Android & iOS)Web-based (assumed from description)
IntegrationsAutomatic1111, SwarmUI, AI Horde, Hugging Face, OpenAI, Stability AI, Fal.ai, ArliAI, multiple on-device enginesAPI access (Business tier)
Not ForCasual users wanting simple one-tap generator, web/desktop users, beginners unfamiliar with settingsGeneral graphic design, interior/product design outside fashion

The New Black is purpose-built for fashion professionals who need production-ready apparel designs with tech packs and virtual try-on, while Stable Diffusion KMP is a mobile powerhouse for tinkerers who want full control over Stable Diffusion generation across multiple backends. Choose The New Black for streamlined fashion design workflows; choose Stable Diffusion KMP for flexible, mobile-optimized image generation with extensive provider support and on-device options.

Stable Diffusion KMP
Stable Diffusion KMP

Generate Stable Diffusion images on iOS and Android with your own server, cloud APIs, or on-device engines.

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The New Black
The New Black

AI fashion design platform for generating garments, models, and tech packs

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Pricing
Free
Freemium
Plans
$0/mo
$15/mo
$35/mo
$65/mo
$195/mo
Popularity
12 views
7.3k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
MobileAPI
WebAPI
Categories
🎨 Image Generation💾 Local & On-Device AI
🎨 Image Generation📦 Product & Ecommerce Visuals🧊 3D Generation & Scanning
Features
Connect to Automatic1111, SwarmUI, AI Horde, Hugging Face Inference, OpenAI, Stability AI, Fal.ai, ArliAI
Run on-device inference with Android ONNX, MediaPipe, stable-diffusion.cpp SDXL, iOS Core ML, PrismML Bonsai Image 4B
Generate with Txt2Img, Img2Img, and Inpaint modes
Set positive and negative prompts, size, seed, CFG scale, sampling steps
Use restore faces, batch generation, and model selection where supported
Apply LoRA, embeddings, and hypernetworks where the provider allows
Manage results in a built-in gallery with details, sharing, and export
Send images back to Txt2Img or Img2Img to reuse context
Test providers with a demo mode
Get benchmark recommendations for local providers
Monitor storage and network usage in settings
Customize language, theme, dark palette, and accent colors
Access open source codebase on GitHub (Kotlin Multiplatform)
Search, filter, and sort providers by type, readiness, and feature tags
Adjust dimensions, samplers, seed, CFG, batch size, and local backend choices
AI fashion design generation from text, sketch, or reference
AI fashion model generator: product photos to model shots
AI virtual try-on: place products on uploaded models
AI tech pack generator: auto-filled measurements, grading, BOM
Brand DNA for consistent visual identity
Bulk generation for entire catalogs
HD upscaling for images and videos
Video editor: trim, add music, combine scenes, adjust look
Photo editor: crop, resize, color-correct, retouch
Ghost-mannequin and flat product shots
Fabric and color changing on designs
Annotated flats: place, scale, rotate sketches on free canvas
Claude MCP integration for in-conversation visuals
API for developers
Direct publishing to Shopify, Instagram, TikTok, YouTube, Pinterest, X, Threads
Integrations
Automatic1111
SwarmUI
AI Horde
Hugging Face
OpenAI
Stability AI
Fal.ai
ArliAI
ONNX
MediaPipe
stable-diffusion.cpp
Core ML
PrismML Bonsai
Shopify
Instagram
Pinterest
TikTok
YouTube
Threads
Claude

What real users say: Stable Diffusion KMP vs The New Black

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Stable Diffusion KMP

28 mentions across 1 sources · 50% positive — mixed

YouTube

What users praise

  • Broad provider coverage: self-hosted, cloud APIs, and on-device engines
  • Built-in gallery with generation details, sharing, and reuse workflows
  • On-device support for multiple platforms: Android, iOS, and more
  • Open source (Kotlin Multiplatform) allows customization and integration

What frustrates them

  • Scant independent user reviews or community validation
  • Setup complexity may overwhelm beginners
  • Performance depends heavily on chosen provider or device
  • No clear indication of stability across all integrations

Researched Aug 25, 2026

The New Black

68 mentions across 5 sources · 18% positive — critical

Hacker News, YouTube, Product Hunt, Stack Overflow, Lemmy

What users praise

  • Purpose-built for fashion: tech packs, virtual try-on, model generation.
  • Saves costs on photoshoots and technical drafting for small brands.
  • Brand DNA ensures consistency across designs.
  • Bulk generation speeds up catalog creation.

What frustrates them

  • Very little verified community feedback outside Product Hunt.
  • Not for non-fashion creative work; limited to apparel.
  • Pricing may be opaque; credits and hidden costs not clear.
  • Learning curve for tech packs and fashion-specific features.

Researched Aug 29, 2026

Who should pick which

  • Fashion designer prototyping new collection
    Pick: The New Black

    The New Black's text-to-fashion design with tech pack exports and virtual try-on streamlines the design-to-production pipeline for apparel.

  • Mobile user wanting to generate images on the go with own server
    Pick: Stable Diffusion KMP

    Stable Diffusion KMP connects to Automatic1111 or SwarmUI servers, allowing full control over generation from a mobile device.

  • Startup fashion label needing quick concept-to-prototype
    Pick: The New Black

    The free tier and purpose-built features like style customization and realistic try-on reduce time from idea to sample.

  • Privacy-focused user wanting on-device model inference
    Pick: Stable Diffusion KMP

    Stable Diffusion KMP supports on-device generation via Android ONNX, MediaPipe, and other local engines, keeping data private.

  • Design team needing brand-consistent AI models
    Pick: The New Black

    Custom AI models for brand consistency and team management features in the Business tier align with collaborative fashion design.

Frequently Asked Questions

Stable Diffusion KMP vs The New Black: which should you choose?

The New Black is purpose-built for fashion professionals who need production-ready apparel designs with tech packs and virtual try-on, while Stable Diffusion KMP is a mobile powerhouse for tinkerers who want full control over Stable Diffusion generation across multiple backends. Choose The New Black for streamlined fashion design workflows; choose Stable Diffusion KMP for flexible, mobile-optimized image generation with extensive provider support and on-device options.

Is The New Black only for fashion design?

Yes, it is specifically built for apparel and accessories brands, not for general graphic design or interior/product design.

Can Stable Diffusion KMP be used on desktop?

No, it is mobile-only for Android and iOS. For desktop, you would need other Stable Diffusion interfaces.

Does The New Black offer a free tier?

Yes, it has a freemium pricing model with a free tier, plus Pro and Business subscriptions with more features.

What backends does Stable Diffusion KMP support?

It supports Automatic1111, SwarmUI, AI Horde, Hugging Face, OpenAI, Stability AI, Fal.ai, ArliAI, and several on-device engines (Android ONNX, MediaPipe, stable-diffusion.cpp SDXL, iOS Core ML, PrismML Bonsai).

Can I generate tech packs with The New Black?

Yes, tech pack exports with measurements are a listed feature, useful for production.

Does Stable Diffusion KMP support LoRA and embeddings?

Yes, it supports LoRA, embeddings, and hypernetworks for advanced model customization.

Is The New Black suitable for accessory design?

Yes, the description includes accessories manufacturers exploring design variations.

Does Stable Diffusion KMP require an internet connection?

Not always: it can run on-device locally without internet, but cloud backends require connectivity.

More Stable Diffusion KMP or The New Black comparisons

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Last reviewed: July 5, 2026