W&B Visualization IDE vs Meta AI Sandbox

Comparing the features of W&B Visualization IDE to Meta AI Sandbox

Feature
W&B Visualization IDE
Meta AI Sandbox

Capability Features

Advantage+ Audience
Advantage+ Shopping Campaigns
AI Sandbox
Audience Controls
Background Generation
Built-in Chart Types
wandb.plot.linewandb.plot.scatterwandb.plot.barwandb.plot.histogramwandb.plot.roc_curvewandb.plot.pr_curve
Collaboration Tools
Track day-to-day workCollaborate within teamsPublish research findings
Cross-Surface AI Modeling
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Export to SVG/PNG
Image Outcropping
Interactive Game Example
Interactive Visualizations
Inventory Filters for Feeds
Manual & Automated Campaign Video
Manual Sales CampaignsAdvantage+ Shopping Campaigns
Meta Advantage Suite
Multi-Surface Video Support
FeedStoriesWatchReels
One-Click Campaign Conversion
Performance Comparisons Report
Reproducible Reports
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Text Variation
Video Creative in Catalog Ads
Visual Query Editor

Integration Features

Colab Integration
Custom Panel Plugins
Planned
GraphQL API Support
Python Integration
Third-Party Verification Integration
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

Custom Panel Plugins Availability
Not yet available
Export Chart Feature Status
In development
Gradual Rollout
Expanding in July
Limited Early Access
No Free Tier
Pricing Information
Testing Phase Features
Currently in testing
Version Requirement
W&B 0.10.5 or later

Other Features

AI Infrastructure Investment
Tens of billions annually
Domain Agnostic Tag