Flux vs W&B Visualization IDE

Comparing the features of Flux to W&B Visualization IDE

Feature
Flux
W&B Visualization IDE

Capability Features

Advanced Permissions
AI Assistant
Automated Design Rule Checks
BoM Ready to Source
Browser-Based Platform
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
Community Support via Slack
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Encryption
Data Layout Independence
Explainable AI
Export to SVG/PNG
Forkable Projects
Human Support Availability
Interactive Game Example
Interactive Visualizations
Live Component Data
No Desktop Installation Required
PCB Layer Support
Up to 8 layers
Project Templates
Real-time Team Collaboration
Reproducible Reports
SOC-2 Cloud Infrastructure
SSO and Project Permissions
Supply Chain Monitoring
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Supported Board Types
IoT DevicesWearablesRoboticsAudio DevicesDronesMotor ControllersSmart HomeFPGAs
Version Management
Video and Documentation Support
Visual Query Editor

Integration Features

Colab Integration
Custom Panel Plugins
Planned
Export Formats
Gerbersdrill filesBoMpick-and-placestandard netlists
GraphQL API Support
Python Integration
Supported Import Formats
Altium (ASCII)Cadence (EDIF)KiCad part librariesEagleUpverterEasyEDA
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

AI Review Required
Custom Panel Plugins Availability
Not yet available
Export Chart Feature Status
In development
Intermediate PCB Experience Recommended
Layout Import Support
No Free Tier
Pricing Information
Version Requirement
W&B 0.10.5 or later

Other Features

Domain Agnostic Tag

Pricing Features

Free Tier
Free Trial Period
Monthly AI Credits Included
Paid Plan Starting Price
$15/month
Pay-As-You-Go AI Credits
Pro Plan Price
$39/month
Team Plan Price
$49/month