DBF vs W&B Visualization IDE

Comparing the features of DBF to W&B Visualization IDE

Feature
DBF
W&B Visualization IDE

Capability Features

3D Editing
3D Project-Sharing
Accessibility & Reliability
AI Assistant Modeling
AI Design Generation
Automation Savings
Reduce Project Capital and Operating Cost by 15%Accelerate Project Design Cycles Time by 50%Streamline BIM Production by 75%
Building Typologies
Built-in Chart Types
wandb.plot.linewandb.plot.scatterwandb.plot.barwandb.plot.histogramwandb.plot.roc_curvewandb.plot.pr_curve
Citizen Persona Modeling
City Analysis
Collaboration Tools
Track day-to-day workCollaborate within teamsPublish research findings
Compare Options
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Data Sources
Diversity, Density, Proximity Analysis
Diversity AnalysisDensity AnalysisProximity Analysis
Embodied Carbon Analysis
Export to SVG/PNG
Fulfillment Analysis
Historical Wind Studies
Instant BIM
Interactive Game Example
Interactive Visualizations
Isochrone Mapping
Mission Critical Building Support
Network Analysis
Online Project Management
Persona Analysis
Proprietary KPIs
Real-time Team Collaboration
Reproducible Reports
Scenario Planning
Security Protocols
Spatial Analytics
Sun and Shadow Studies
Sun StudiesShadows Studies
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Supported Use Cases
Mixed-Use ComplexesSmart CitiesCompact CitySuper StoresMasterplanningAirportsLand Use PredictionBus StopsElectrification FacilitiesResearch LabsMedical CentersTech CampusesData CentersTransport HubsHospitalsRailway StationsLaboratoriesPorts and Repurpose docksEducational CampusResearch InstitutesEV FactoriesInnovation CentersLogistic CentersFulfilment Centers / WarehousesEV SitesComplex FactoriesVertical TakeoffCustomised SolutionsCity Development
Sustainability Analysis
Unlimited Project-saving and Data
Visual Query Editor

Integration Features

ArchiCAD Live Connection
BIM Integration
Colab Integration
Custom Panel Plugins
Planned
Data Import
Geospatial Data Integration
GraphQL API Support
Interoperability
LLM Integration
Python Integration
Revit Live Connection
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

Access Delay for Custom Solutions
Approx. 6 weeks
Custom Panel Plugins Availability
Not yet available
Enterprise Focus
Export Chart Feature Status
In development
No API Mentioned
No Free Tier
Not Open Source
Pricing Information
Version Requirement
W&B 0.10.5 or later

Other Features

Domain Agnostic Tag

Pricing Features

Custom Pricing
Demo Request
Free Tier
Trial Access
Access is granted midway through the first phase, about six weeks after start.