W&B Visualization IDE vs Cnify

Comparing the features of W&B Visualization IDE to Cnify

Feature
W&B Visualization IDE
Cnify

Capability Features

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
Interactive Game Example
Interactive Visualizations
Reproducible Reports
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Theme Customization
Theme Installation
Token System
Upload Image
Visual Query Editor

Integration Features

Colab Integration
Custom Panel Plugins
Planned
GraphQL API Support
Python Integration
Supports shadcn/ui
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

Custom Panel Plugins Availability
Not yet available
Export Chart Feature Status
In development
Free Plan One-Time
No Free Tier
Pricing Information
Token Expiry
Version Requirement
W&B 0.10.5 or later

Other Features

Domain Agnostic Tag

Pricing Features

1,000 Token Pack Price Per Theme
70¢ per theme
1,000 Token Pack Theme Limit
10
10,000 Token Pack Price Per Theme
40¢ per theme
10,000 Token Pack Theme Limit
100
50,000 Token Pack Price Per Theme
30¢ per theme
50,000 Token Pack Theme Limit
500
Free Themes Limit
3
Free Tier
Free Token Allowance
100
Paid Token Pack - 1,000 tokens
$7 one-time payment
Paid Token Pack - 10,000 tokens
$40 one-time payment (discounted from $70)
Paid Token Pack - 50,000 tokens
$150 one-time payment (discounted from $350)
Pay As You Go
Promo Discount
50% off with promo code