W&B Visualization IDE vs CopilotKit

Comparing the features of W&B Visualization IDE to CopilotKit

Feature
W&B Visualization IDE
CopilotKit

Capability Features

Built-in Chart Types
wandb.plot.linewandb.plot.scatterwandb.plot.barwandb.plot.histogramwandb.plot.roc_curvewandb.plot.pr_curve
Co-Creation Copilot
Collaboration Tools
Track day-to-day workCollaborate within teamsPublish research findings
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Data Layout Independence
Documentation Available
Drop-in Copilot Mode
Export to SVG/PNG
Form Filling Automation
Interactive Game Example
Interactive Visualizations
Low-level Control
No-Code/Single Command Init
Pre-built Demos
SaaS CopilotForm Filling CopilotProductivity Copilot
Productivity Automation
Real-time Context
Reproducible Reports
SaaS Application Copilot
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
UI Control by Agent
UI Customization
Headless UIPre-built Customizable Components
Visual Query Editor

Integration Features

AG-UI Protocol Support
Agent Framework Integration
Any agent framework via AG-UI protocol
Colab Integration
Custom Panel Plugins
Planned
Framework Integration
Bring your own frameworkUse without a frameworkReactLangChain
GraphQL API Support
LLM Integration
Any LLM
Python Integration
UI Framework Integration
ReactTypeScript
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

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

Other Features

Domain Agnostic Tag
Open Source

Pricing Features

Free Tier