Feng‑GUI vs W&B Visualization IDE

Comparing the features of Feng‑GUI to W&B Visualization IDE

Feature
Feng‑GUI
W&B Visualization IDE

Capability Features

Accuracy Validated by MIT
92% accuracy
Analysis for Multiple Media Types
websitesadsvideosprintshelf layoutssignagepackaging
Attention Heatmaps
Attention Prediction Algorithm
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
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Export to SVG/PNG
Instant Results
Interactive Game Example
Interactive Visualizations
No Hardware Required
No Installation Needed
Optimized for Agencies and Brands
Predictive Eye Tracking
Report Generation
Reproducible Reports
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Supports Concept and Live Designs
Upload Image, Webpage, or Video
imagewebpagevideo
Visual Analytics
Visual Query Editor

Integration Features

API Integrations
Colab Integration
Custom Panel Plugins
Planned
GraphQL API Support
Integrated Partners
50
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
No Public Pricing Listed
No User Limit or Quota Stated
Pricing Information
Version Requirement
W&B 0.10.5 or later

Other Features

Domain Agnostic Tag

Pricing Features

Free Trial Period