G Diffuser Bot vs The New Black

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

Analysis reviewed Live tool data as of 2026-09-29
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At a glance

DimensionG Diffuser BotThe New Black
PricingFreeFreemium (free tier; paid plans for Pro and Business)
Target UserAI art enthusiasts, hobbyistsFashion brands, design teams
Primary FunctionOutpainting, inpainting, and CLIP-guided generationText-to-fashion design generation with production-ready output
Quality & SupportDiscontinued, unsupported, hobbyist-onlyHigh resolution, tech pack exports, active support
Best ForExperimental AI art in Discord communityProfessional fashion design and prototyping

The New Black is the clear winner for anyone serious about fashion design—it's a supported, purpose-built platform with production-ready outputs and collaboration features. G Diffuser Bot is a free, discontinued hobbyist tool that only makes sense if you're a Stable Cabal community member wanting to experiment with outpainting.

G Diffuser Bot
G Diffuser Bot

A discontinued Discord bot for Stable Diffusion outpainting and inpainting with CLIP guidance.

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The New Black
The New Black

AI fashion design platform that turns a prompt, sketch or product photo into on-model shots, virtual try-ons and factory-ready tech packs.

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Pricing
Free
Freemium
Plans
$0/mo
One-off top-up
$15/mo
$35/mo
$65/mo
$195/mo
Popularity
5 views
7.3k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
—
WebAPIPlugin
Categories
🎨 Image Generation
🎨 Image Generation📦 Product & Ecommerce Visuals🧊 3D Generation & Scanning
Features
Discord bot interface for image generation and editing
Outpainting to expand an image beyond its original borders
Inpainting using a Stable Diffusion 1.5 inpainting U-Net
CLIP guidance to steer generated images
Latent-space shaped noise injection
Upgraded VAE integration
Runs on RunwayML Stable Diffusion 1.5
Manual CLIP interrogation (not automated inside the bot)
Community access via the Stable Cabal Discord
AI clothing generator: describe a garment and get a photorealistic design on a model or white background
Sketch to design: a hand-drawn or digital fashion sketch becomes a realistic product image keeping the original lines
Image to flat sketch: a garment photo becomes a clean technical flat that feeds straight into a tech pack
Fabric, print and colour changes applied to an existing garment photo without a reshoot
AI fashion model generator: product photo, flat lay or mannequin shot to on-model imagery in any scene
AI virtual try-on for clothing, jewelry, bags, shoes and accessories from a product photo or flat lay
Ghost mannequin images from worn or hanging garment photos with the inside of the collar visible
Add a PNG logo onto a garment, rendered into the fabric with fold and light, at 1 credit Standard or 3 Pro
AI tech pack generator: auto-drafted size charts, grading and bill of materials with suppliers, quantities and prices
Editable tech pack canvas with add, move, hide or delete sections across pages, annotated flats and page-by-page PDF
Tech pack AI review that flags inconsistencies before factory handoff
AI fashion video: image to video, animated models, UGC clips, lookbook videos, 360 turns and fashion ads
AI music for fashion videos, composed as an original track for product pages, reels or UGC clips
HD upscale to 2K or 4K images and HD video with detail rebuilt rather than stretched
Visual DNA profiles trained on your reference images or a web page to hold one brand look
Integrations
Discord
Shopify
Instagram
Facebook
TikTok
Pinterest
X
YouTube
Threads
LinkedIn
Claude
ChatGPT
Klaviyo
Google Analytics
Google Search Console
Google Ads

What real users say: G Diffuser Bot 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.

G Diffuser Bot

14 mentions across 2 sources · 25% positive — critical (averaged across 2 sources)

GitHub, Lemmy

What users praise

  • • Unique outpainting and inpainting features using SD 1.5 inpainting U-Net.
  • • CLIP guidance for more controlled image generation.
  • • Free to use with no pricing tiers.
  • • Discord-based interface for community collaboration.

What frustrates them

  • • Project discontinued with no updates or support.
  • • High memory usage, loading 4 pipelines at 8.5 GB RAM.
  • • Missing standard features like negative prompts.
  • • No deforum, text2music, or music2img support.

Researched Jul 5, 2026

The New Black

68 mentions across 5 sources · 18% positive — critical (averaged across 5 sources)

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 at a brand
    Pick: The New Black

    The New Black offers high-resolution outputs, tech pack exports, and brand consistency models—essential for professional fashion design.

  • Startup fashion label founder
    Pick: The New Black

    Its free tier allows quick concept-to-prototype, and paid plans scale with business needs.

  • AI art enthusiast in Discord community
    Pick: G Diffuser Bot

    G Diffuser Bot is free and specialized for outpainting within the Stable Cabal community, perfect for experimental art.

  • Production team needing reliable API
    Pick: The New Black

    The New Black's Business plan includes API access for integrations, while G Diffuser Bot is unsupported.

  • Hobbyist with no budget
    Pick: G Diffuser Bot

    It's completely free, but be aware it's discontinued and unsupported.

Frequently Asked Questions

G Diffuser Bot vs The New Black: which should you choose?

The New Black is the clear winner for anyone serious about fashion design—it's a supported, purpose-built platform with production-ready outputs and collaboration features. G Diffuser Bot is a free, discontinued hobbyist tool that only makes sense if you're a Stable Cabal community member wanting to experiment with outpainting.

Which tool is better for professional fashion design?

The New Black is purpose-built for fashion with high-resolution outputs and tech pack exports, making it the clear choice.

Is G Diffuser Bot still supported?

No, it is discontinued and unsupported; the developer now focuses on DualDiffusion.

Can I use The New Black for free?

Yes, it has a free tier, but advanced features require a paid plan.

Does G Diffuser Bot require a Discord server?

Yes, it's a Discord bot designed for the Stable Cabal community.

Which tool offers API access?

The New Black's Business plan includes API access; G Diffuser Bot has no API.

Can The New Black do outpainting like G Diffuser Bot?

The New Black focuses on fashion design generation, not general image outpainting.

Is G Diffuser Bot suitable for production workflows?

No, it's hobbyist-only with no support or updates; not reliable for production.

Which tool is easier for beginners?

The New Black has a more polished interface; G Diffuser Bot is Discord-based and unpolished.

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Last reviewed: July 5, 2026