vioscaleAI
Comparison

Panel vs ToolJet

On the evidence we track, ToolJet leads this comparison with a composite score of 69/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Panel full profile →ToolJet full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Panel56
★ToolJet69
Score
vioscaleAI score
Panel56 / 100low · 36%
ToolJet69 / 100medium · 56%
Pricing
Free tier
Panel✓
ToolJet✓
Model
Price level
Panelfree
ToolJethigh
Starting price
Panel–
ToolJet$79
Transparent
Panel✓
ToolJet✓
Integrations
Count
Panel8
ToolJet100
Security
Certifications
Panel–
ToolJetSOC 2, ISO 27001
Disclosure policy
Panel–
ToolJet✓
Gdpr
Panel–
ToolJet✓
Iso27001
Panel–
ToolJet✓
Scorecard
Panel6.8
ToolJet–
Soc2
Panel–
ToolJet✓
Trust center
Vulnerabilities
Adoption
Dependent repos
Panel986
ToolJet–
Github stars
Panel5,798
ToolJet–
Activity
Commits last 30d
Panel78
ToolJet–
Release
Cadence days
Panel12
ToolJet–
History
Panel20 items
ToolJet–
License
Spdx
PanelBSD-3-Clause
ToolJet–
Language
Primary
PanelPython
ToolJet–
Market
Availability
Content
Faq
Panel6 items
ToolJet7 items

Capabilities

Feature-by-feature on the axes that matter for data apps internal tools. “-” means undocumented, not absent.

Capabilities
Build paradigm
PanelCode first python
ToolJetLow code drag drop
Write actions support
Panel-
ToolJet✓
Data source connector breadth
Panel-
ToolJetExtensive >40
Reactivity model
PanelCallback based
ToolJetEvent bound low code
Self hostable
Panel✓
ToolJet✓
Managed cloud available
Panel-
ToolJet✓
Git version control
Panel-
ToolJet✓
RBAC SSO
Panel-
ToolJet✓
Audit logging
Panel-
ToolJet✓
AI app generation
Panel-
ToolJet✓
Multiplayer editing
Panel-
ToolJet✓
Embeddable output
Panel✓
ToolJet✓
Component library breadth
PanelExtensive
ToolJetExtensive
Open source
Panel✓
ToolJet✓
Pricing model
PanelOpen source self host
ToolJetPer user seat

What each one is

The product in its own terms, so the numbers below have context.

Panel

A Python library for creating interactive dashboards and web applications where widgets, plots, and layouts are implemented as standard Python objects that integrate with your data and models.

Independently observed

ToolJet

Leader

An open-source platform for creating internal dashboards, admin panels, and operational applications that connect to existing data sources. Applications can be built using visual configuration or AI-assisted generation, with support for self-hosted and cloud deployment.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Panel

Open sourceFree tier

Free, open-source

as of verify ↗

ToolJet

Leader
from $79/builder/moSubscriptionFree tier

Free tier available. Paid plans from $79/builder/month billed monthly or annually. Enterprise custom pricing.

  • FreeFree
    • 2 builders
    • Up to 10 apps
    • Community support via Slack
  • Business$79/builder/month
    • All Free features
    • Version control
    • Email support
    • Git sync
  • EnterpriseContact sales
    • Unlimited apps
    • 3,000 AI credits per builder
    • SSO integration
    • Audit logs
    • Git sync
    • +6 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Panel✓
ToolJet✓
CLI
Panel✗
ToolJet✓
Deployment
Cloud / SaaS
Panel✗
ToolJet✓
Self-hosted
Panel✓
ToolJet✓
On-premise
Panel✗
ToolJet✓
Air-gapped
Panel✗
ToolJet✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Panel

8 total
  • FastAPI
  • Bokeh
  • Tornado
  • HoloViews
  • Plotly
  • Vega
  • Django
  • React
Independently observed

ToolJet

Leader
36 total
  • PostgreSQL
  • MySQL
  • Google Sheets
  • OpenAI
  • Anthropic
  • Gemini
  • Weaviate
  • Pinecone
  • Qdrant
  • Slack
  • GraphQL
  • REST APIs
  • Webhooks
  • GitHub
  • GitLab
  • AWS
  • Azure
  • GCP
  • ServiceNow
  • Google
  • OIDC
  • LDAP
  • SAML
  • Microsoft SQL Server
  • +12 more
Independently observed
Still deciding?

Panel or ToolJet: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.