W&B Visualization IDE vs SofaBrain

Comparing the features of W&B Visualization IDE to SofaBrain

Feature
W&B Visualization IDE
SofaBrain

Capability Features

Adjust Individual Details
Advanced Analytics
Advanced Asset Management
API Access
2100
Built-in Chart Types
wandb.plot.linewandb.plot.scatterwandb.plot.barwandb.plot.histogramwandb.plot.roc_curvewandb.plot.pr_curve
Cloud Storage
Collaboration Tools
Track day-to-day workCollaborate within teamsPublish research findings
Commercial License Included
Custom Chart Panel
Custom Styles
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Dedicated Account Manager
Early Access to New Features
Enhanced Reporting
Export to SVG/PNG
Furniture Removal AI
Generate Walkthrough Videos
HD Quality Renders
up to 2K
Interactive Game Example
Interactive Visualizations
Interior Design Styles Supported
BohemianContemporaryNeoclassicalEclecticMinimalistIndustrialModernTraditionaland more (up to 40 styles)
Magic Editor
Multi-View Staging
No Watermark
Outdoor & Landscaping
Photo Upload
Photo-realistic Renders
Premium Support (Paid)
Priority Support Enterprise
Redesign Existing Rooms
Reproducible Reports
Results in 10 Seconds
10 seconds
Smart Room Advice
Standard Staging & Redesigns
Style Transfer
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Ultra Quality Renders
up to 4K
Usage Dashboard
Virtual Staging
Visual Query Editor

Integration Features

API Integrations
Colab Integration
Custom Integrations
Custom Panel Plugins
Planned
File Format Support
Image upload (format unspecified)
GraphQL API Support
Python Integration
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

API Image Limit (Business)
2100
API Image Limit (Premium)
700
Custom Panel Plugins Availability
Not yet available
Export Chart Feature Status
In development
Max Monthly Credits (Business)
25000
No Explicit File Export Formats
No Free Tier
One Free Render Limit
3
Pricing Information
Version Requirement
W&B 0.10.5 or later

Other Features

Domain Agnostic Tag
User Types Supported
Interior DesignersReal Estate AgentsHomeownersFurniture StoresDIY Enthusiasts

Pricing Features

Annual Pricing Discount
2 months free (approx. 17% off)
Business Plan Credits
25000
Business Plan Price
$249/month
Cancel Anytime Policy
Free Credits
3
Free Tier
No Credit Card Required
No Setup Fees
Premium Plan Credits
5000
Premium Plan Price
$74/month
Pro Plan Credits
1000
Pro Plan Price
$29/month