UX Pilot vs W&B Visualization IDE

Comparing the features of UX Pilot to W&B Visualization IDE

Feature
UX Pilot
W&B Visualization IDE

Capability Features

AI Chat Design Editing
Built-in Chart Types
wandb.plot.linewandb.plot.scatterwandb.plot.barwandb.plot.histogramwandb.plot.roc_curvewandb.plot.pr_curve
Collaboration and Teamwork
Collaboration Tools
Track day-to-day workCollaborate within teamsPublish research findings
Custom Branding
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Design Export to Source Code
Design Fine-Tuning Controls
Design Iterative Process Support
Export to SVG/PNG
Figma AI Design Generator
High-Fidelity UI Generation
Industry Standard UX Methodologies
Interactive Game Example
Interactive Visualizations
Interview Question Generation
Live Wireframe Generation
Mobile and Desktop Optimized
Natural Language Design Creation
Predictive Heat Map
Reference-Based Creation
Reproducible Reports
Screen Flow Generation
Speed Improvement
up to 80% faster
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Swift Prototype Development
Unlimited Design Styles
UX Frameworks
Visual Query Editor

Integration Features

Colab Integration
Custom Panel Plugins
Planned
Figjam Integration
Figma Integration Availability
GraphQL API Support
Platform Supported: Web
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

Data Privacy Compliance
Domain Agnostic Tag
Invoice for Subscription
Refund Policy

Pricing Features

Cancel Anytime Policy
Cancel Subscription
Free Credits
Free Tier
No Credit Card Required
Purchase Extra Credits