Meshroom vs The New Black

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

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionMeshroomThe New Black
PricingFree, open-sourceFreemium (free tier, Pro & Business paid)
Primary Function3D photogrammetry from photosAI fashion design from text prompts
Output Type3D models (OBJ/PLY/STL), textured meshesHigh-res 2D designs, tech packs, virtual try-on
Ease of UseSteep learning curve, node-based editorLow barrier, text-to-design
Best For3D artists, researchers, archaeologistsFashion brands, designers
IntegrationsAliceVision framework, Python scriptingAPI access (Business plan)
Meshroom
Meshroom

Free, open-source photogrammetry software from AliceVision with a node-based pipeline you can inspect, rewire, and modify in code.

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The New Black
The New Black

The New Black AI turns product photos, sketches or prompts into on-model fashion shots, 4K video, tech packs and Shopify listings

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Pricing
Free
Freemium
Plans
$0
One-off top-up
$15/mo
$35/mo
$65/mo
$195/mo
Popularity
23 views
7.3k views
Skill Level
Advanced
Intermediate
API Available
Platforms
Desktop
WebAPI
Categories
🧊 3D Generation & Scanning
🎨 Image Generation📦 Product & Ecommerce Visuals🧊 3D Generation & Scanning
Features
Node-based visual graph editor with a caching mechanism
Structure-from-Motion (SfM) camera solving from unordered photos
Multi-View Stereo (MVS) dense depth map reconstruction
Dense point cloud generation and mesh creation
Mesh decimation and retexturing after retopology
Custom or automatically generated UVs for retexturing
GPU acceleration combining high quality with performance
Scales to image sets above 1,000 photos
Augment a solved Structure-from-Motion with new images
HDR panorama workflow with multi-bracketed LDR fusion
Fisheye optics support with automatic or manual circle estimation
Motorised-head file support for panorama capture
Render farm submission with per-node CPU, RAM and GPU rules
Custom pipelines saved and reused as default templates
Open source, so individual pipeline steps can be modified in code
AI clothing generator: text prompt to garment worn by an AI model, flat lay or white background
Product to model: product photo becomes on-model imagery with no photoshoot
Sketch to design: hand-drawn or digital fashion sketch becomes a realistic product image
Image to flat sketch: a garment photo becomes a clean technical flat
Change fabric, print and colour on an existing garment photo
AI virtual try-on: put clothing, jewelry, bags or shoes on a model you upload
Swap the model while keeping the outfit, or change the scene around a fixed look
Ghost mannequin images with the collar interior visible
AI tech pack generator: size charts, grading and bill of materials with AI review credits
AI lookbook generator published at its own address on your custom domain, no vendor mark
AI fashion video: UGC clips, lookbook videos, product 360s and fashion ads
Ultra AI video model producing clips up to 30 seconds
AI PRO video in 1080p, Ultra AI photos in 4K with HD 2K and 4K enhancement
Bulk generation to run a whole catalogue in one pass with Visual styles
Fashion AI agent Mila: designs, writes pages, reads store figures, posts on schedule, asks before spending
Integrations
Blender
Houdini
Shopify
Klaviyo
Claude
ChatGPT
Google Analytics
Google Search Console
Instagram
Facebook
Pinterest
TikTok
YouTube
X
Threads
Meta Ads
Google Ads

What real users say: Meshroom 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.

Meshroom

40 mentions across 4 sources · 71% positive (averaged across 4 sources)

Hacker News, YouTube, GitHub, Lemmy

What users praise

  • • Completely free and open-source, no licensing fees or watermarks.
  • • Node-based graph editor gives full control over every pipeline step.
  • • Transparent algorithms — ideal for research and reproducibility.
  • • Active community with tutorials and real-world workflow examples.

What frustrates them

  • • Requires a CUDA-enabled GPU, blocking many users.
  • • Steep learning curve for node-based editing and photogrammetry concepts.
  • • Frequent configuration errors like 'Sensor width doesn't exist'.
  • • Alpha-level stability with 516 open issues; crashes happen.

Researched Aug 21, 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 startup founder
    Pick: The New Black

    Rapidly generates apparel designs from text, reducing concept-to-prototype time, and includes tech pack exports for manufacturing.

  • Archaeologist needing 3D models of artifacts
    Pick: Meshroom

    Meshroom reconstructs detailed 3D models from photos, with node-based control to fine-tune the pipeline for cultural heritage.

  • Indie game developer
    Pick: Meshroom

    Create 3D assets from real-world objects using photo sets, export to OBJ/PLY/STL for game engines, all free.

  • Apparel brand design team
    Pick: The New Black

    Collaborate on AI-generated designs, maintain brand consistency with custom models, and use virtual try-on for realistic previews.

Frequently Asked Questions

Can The New Black generate 3D models?

No, it generates 2D fashion designs and tech packs, not 3D models.

Is Meshroom suitable for real-time scanning?

No, it processes batches of photos offline; not for real-time use.

Does The New Black integrate with design software?

No direct integrations are listed; it offers API access on Business plan.

What file formats does Meshroom export?

OBJ, PLY, and STL for 3D models.

Can beginners use Meshroom easily?

No, it has a steep learning curve due to the node-based graph editor.

Is The New Black free?

It has a free tier; Pro and Business plans are paid.

Does Meshroom use AI?

Yes, it includes optional AI-based depth estimation (DeepMVS) as nodes.

Are these tools competitors?

No, they serve different domains: fashion design vs. 3D photogrammetry.

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Last reviewed: July 3, 2026