Shaper vs W&B Visualization IDE

Comparing the features of Shaper to W&B Visualization IDE

Feature
Shaper
W&B Visualization IDE

Capability Features

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
Copy Code Output
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Design Token Definition
Design Variations
Export Styles
Export to SVG/PNG
Generative UI Design
Interactive Game Example
Interactive Visualizations
Real-time Visualization
Reproducible Reports
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Visual Query Editor

Integration Features

Colab Integration
Custom Panel Plugins
Planned
GraphQL API Support
Integration with Other Tools
Python Integration
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

Custom Panel Plugins Availability
Not yet available
Export Chart Feature Status
In development
No Free Tier
Pricing Information
Version Requirement
W&B 0.10.5 or later

Other Features

Domain Agnostic Tag