W&B Visualization IDE vs Pencil

Comparing the features of W&B Visualization IDE to Pencil

Feature
W&B Visualization IDE
Pencil

Capability Features

Agentic Foundation
AI Agents
AI Ethics Policy
Book a Demo
Brand Controls
Browser-based Image & Video Editing
Built-in Chart Types
wandb.plot.linewandb.plot.scatterwandb.plot.barwandb.plot.histogramwandb.plot.roc_curvewandb.plot.pr_curve
Case Study Export
Collaboration Tools
Track day-to-day workCollaborate within teamsPublish research findings
Complementary Services
Custom Chart Panel
Custom Visualization Logging
Customizable Chart Styles
Customization Options
Data Layout Independence
Data Processing Addendum
Decade of GenAI Experience
End-to-End Creative and Media Workflow
Enterprise Administration
Enterprise and Business Support
For BusinessesFor Enterprise
Enterprise Legal Terms
Export to SVG/PNG
GenAI Carbon Calculator
GenAI Model Aggregation
GenAI ROI Measurement
Help Center Resources
Interactive Game Example
Interactive Visualizations
Join Mailing List
Open Go-to-Market Model
Platform Status Page
Predictive Scoring
Privacy Policy Available
Real GenAI Advertising Case Studies
Release Notes
Reproducible Reports
Sign Up Required
Stay On-Brand
Sub-Processors List
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Supported Content Types
ImageVideoCreative Ad Copy
Test Ad Performance
Total Marketing Use-Case Support
Trust Center
Visual Query Editor

Integration Features

Adobe Firefly Services Integration
Adobe Interoperability
Colab Integration
Custom Panel Plugins
Planned
Figma Plugin
Google Cloud Marketplace Availability
Google Veo2 Integration
Google Veo3 Integration
GPT-5 Integration
GraphQL API Support
Nano-banana (Gemini 2.5-flash Image) Integration
OpenAI GPT-Image-1 Integration
Photoshop Integration
Python Integration
Runway Gen4 Integration
Topaz Labs AI Enhancement
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

Domain Agnostic Tag

Pricing Features

Free Tier
Pricing Page