Ceacle Tools vs W&B Visualization IDE

Comparing the features of Ceacle Tools to W&B Visualization IDE

Feature
Ceacle Tools
W&B Visualization IDE

Capability Features

AI Assistant
AI Models Used
All-in-One Editor
Available Tools
50
Batch Editing
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
Custom Workflow Automation
Customizable Chart Styles
Data Layout Independence
Erase Anything
Export to SVG/PNG
Generate Image from Text
Inpainting
Interactive Game Example
Interactive Visualizations
Non-destructive Editing
Outpainting
Recolor Anything
Reimagine
Remove Background
Replace Anything
Reproducible Reports
Revisit Any Stage
Save, Share, and Rerun Sessions
Sequential Step Processing
Sketch to Photo Conversion
Style to Image
Supported Actions
Log dataCreate custom visualizationsFetch & query dataEdit visualization panelsClone reportsCustomize chart appearanceExport chartsCollaboratePublish reports
Supported Media Types
ImageAudioVideoDocumentWeb
Tool Chaining
Unified Interface
Variation / Restyle
Virtual Try-on
Visual Query Editor

Integration Features

Colab Integration
Custom Panel Plugins
Planned
GraphQL API Support
Integrated AI Models
ClaudeRecraftOpenAIElevenLabsPerplexityGeminiIdeogramBlack Forest LabsByteDanceDeepSeekKlingFlux AISeed Series ModelsGoogle's AI models
Integration with Other Tools
Python Integration
Vega/Vega-lite Support
VegaVega-lite

Limitation Features

Custom Panel Plugins Availability
Not yet available
Export Chart Feature Status
In development
No API Integration
No File Format List
No Free Tier
No Mention of Free Tier
Pricing Information
Version Requirement
W&B 0.10.5 or later

Other Features

Always Adding New Tools
Domain Agnostic Tag

Pricing Features

Monthly Pricing
One-Time Payment Option
Starts at $5
$5
Third-Party Model Pricing
Claude: $20.00 / monthRecraft: $12.00 / monthOpenAI: $20.00 / monthElevenLabs: $5.00 / monthPerplexity: $20.00 / monthIdeogram: $8.00 / monthKling: $7.00 / monthDeepSeek: $0.00 / month