SAM 3 & 3D 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

DimensionSAM 3 & 3DThe New Black
PricingFreeFree tier + Pro/Business plans
Primary FunctionImage/video segmentation & 3D reconstructionAI fashion design & virtual try-on
Output QualitySegmentation masks, 3D meshesHigh-res designs, tech packs
Target AudienceResearchers, video editors, 3D creatorsFashion brands, designers
Key DifferentiationZero-shot segmentation, temporal tracking, single-image 3DCustom AI models, brand consistency, fashion-specific outputs
Ease of UseInteractive playground, batch web interfaceText-to-design, style customization, API access

SAM 3 & 3D is the winner for anyone needing general-purpose segmentation or quick 3D reconstruction at zero cost. But if you're in fashion, The New Black's purpose-built design tools, tech pack exports, and custom AI models make it far more useful despite its freemium pricing. Choose based on your domain.

SAM 3 & 3D
SAM 3 & 3D

SAM 3 segments every matching object in images and video from a text or visual prompt — free to try in the Segment Anything Playground.

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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
16 views
7.3k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Web
WebAPI
Categories
👁️ Computer Vision🧊 3D Generation & Scanning
🎨 Image Generation📦 Product & Ecommerce Visuals🧊 3D Generation & Scanning
Features
Text-prompt segmentation to mask all objects matching a short phrase
Exemplar prompting: draw one box, segment every matching instance
Positive and negative click prompting for precise mask control
Follow-up prompts to refine missed or incorrect predictions
Video object tracking that follows segmented objects across frames
Open-vocabulary detection without per-category fine-tuning
Retains SAM 2 click, box and mask prompting capabilities
Unified promptable architecture combining language, exemplars and visual prompts
Model download for self-hosted inference
Interactive browser interface via the Segment Anything Playground
SAM 3D reconstruction of 3D people and objects from a single 2D image
State-of-the-art performance across text and visual segmentation tasks
Trained on a large-scale, diverse segmentation dataset
Used in Instagram Edits for applying effects to people and objects in video
Powers Meta AI Vibes media generation
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
Shopify
Klaviyo
Claude
ChatGPT
Google Analytics
Google Search Console
Instagram
Facebook
Pinterest
TikTok
YouTube
X
Threads
Meta Ads
Google Ads

What real users say: SAM 3 & 3D 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.

SAM 3 & 3D

No verifiable community signal. We scanned public discussion on Aug 1, 2026 and found posts matching the name “SAM 3 & 3D”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

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

  • Computer vision researcher
    Pick: SAM 3 & 3D

    Free zero-shot segmentation with text/point prompts, video tracking, and 3D reconstruction—perfect for prototyping and experiments.

  • Fashion designer
    Pick: The New Black

    Purpose-built for apparel design with tech pack exports, virtual try-on, and brand-consistent custom models—saves time from concept to prototype.

  • Video editor
    Pick: SAM 3 & 3D

    Temporal object tracking and mask generation for object removal or replacement in videos, all free via the web interface.

  • 3D game developer
    Pick: SAM 3 & 3D

    Single-image 3D reconstruction to quickly prototype 3D assets without modeling software.

  • Startup fashion brand
    Pick: The New Black

    Quick ideation with high-res designs, tech packs for production, and free tier to start with minimal cost.

Frequently Asked Questions

SAM 3 & 3D vs The New Black: which should you choose?

SAM 3 & 3D is the winner for anyone needing general-purpose segmentation or quick 3D reconstruction at zero cost. But if you're in fashion, The New Black's purpose-built design tools, tech pack exports, and custom AI models make it far more useful despite its freemium pricing. Choose based on your domain.

Is SAM 3 & 3D free to use for commercial projects?

The static facts do not specify commercial licensing; it states 'not for commercial applications without clear licensing.' Check Meta's licensing.

Can The New Black generate 3D models?

No, it generates 2D fashion designs and tech packs; it does not reconstruct 3D objects.

Can SAM 3 & 3D segment objects in a specific image?

Yes, using point or box prompts, and text prompts like 'dog'—zero-shot without fine-tuning.

Does The New Black offer API access?

Yes, on the Business plan.

Which tool is better for generating fashion sketches?

The New Black, as it is purpose-built for fashion design with high-resolution outputs and tech packs.

Can SAM 3 & 3D track objects across video frames?

Yes, it supports temporal tracking for segmenting objects in videos.

Is there a free tier for The New Black?

Yes, a free tier with basic features; Pro and Business plans unlock more.

Can SAM 3 & 3D create 3D body models from a single photo?

Yes, it can reconstruct 3D body models from a single 2D image.

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Last reviewed: July 3, 2026