Comparison

Apache Zeppelin vs Deepnote

On the evidence we track, Deepnote leads this comparison with a composite score of 72/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Apache Zeppelin49
Deepnote72
Score
Vioscale score
Apache Zeppelin49 / 100low · 22%updating
Deepnote72 / 100medium · 55%updating
Pricing
Free tier
Apache Zeppelin
Deepnote
Model
Apache Zeppelinopen_source
Deepnotefreemium
Price level
Apache Zeppelinfree
Deepnotelow
Transparent
Apache Zeppelin
Deepnote
Integrations
Count
Apache Zeppelin15
Deepnote100
Security
Disclosure policy
Apache Zeppelin
Deepnote
Gdpr
Apache Zeppelin
Deepnote
Scorecard
Apache Zeppelin6.2
Deepnote
Soc2
Apache Zeppelin
Deepnote
Adoption
Dependent repos
Apache Zeppelin67
Deepnote
Github stars
Apache Zeppelin6,655
Deepnote
Activity
Commits last 30d
Apache Zeppelin73
Deepnote
License
Spdx
Apache ZeppelinApache-2.0
Deepnote
Language
Primary
Apache ZeppelinJava
Deepnote
Market
Availability
Apache Zeppelin

Capabilities

Feature-by-feature on the axes that matter for ml notebooks. “-” means undocumented, not absent.

Capabilities
GPU tpu access
Apache Zeppelin-
Deepnote
Realtime collaboration
Apache Zeppelin-
Deepnote
Reactive execution
Apache Zeppelin-
Deepnote
Diffable versioning
Apache Zeppelin-
Deepnote
Scheduled parameterized runs
Apache Zeppelin-
Deepnote
Notebook to app dashboard
Apache Zeppelin-
Deepnote
AI copilot assist
Apache Zeppelin-
Deepnote
Data warehouse connectors
Apache Zeppelin-
Deepnote
Local or self host
Apache Zeppelin-
Deepnote
Free tier
Apache Zeppelin-
Deepnote

What each one is

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

Apache Zeppelin

Apache Zeppelin is a web-based notebook platform for interactive data analysis and team collaboration. It supports multiple programming languages and data processing frameworks including Spark and Flink, with built-in visualization and flexible deployment options.

Independently observed

Deepnote

Leader

Deepnote is a data science and analytics platform enabling teams to explore data, create interactive dashboards and apps, and automate analysis with built-in integrations and real-time collaboration.

Independently observed

Pricing

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

Apache Zeppelin

Open sourceFree tier

Free and open source

as of verify ↗

Deepnote

Leader
HybridFree tier

Free and Education plans available. Team plan per-seat pricing (monthly or annual). Enterprise custom pricing.

  • FreeFree
  • TeamPer editor and admin seat, monthly or annual billing
  • EnterpriseContact sales
  • EducationFree
    • Almost all features of Team plan
as of verify ↗

Platform & deployment

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

Platforms
Web
Apache Zeppelin
Deepnote
Deployment
Cloud / SaaS
Apache Zeppelin
Deepnote
Self-hosted
Apache Zeppelin
Deepnote
On-premise
Apache Zeppelin
Deepnote
Hybrid
Apache Zeppelin
Deepnote

Integrations

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

Apache Zeppelin

15 total
  • Apache Spark
  • Apache Flink
  • Python
  • R
  • Scala
  • SQL
  • Spark SQL
  • Spark R
  • PySpark
  • JDBC
  • Markdown
  • Shell
  • Matplotlib
  • Conda
  • Pandas
Independently observed

Deepnote

Leader
10 total
  • Google Workspace
  • Okta
  • Anthropic
  • OpenAI
  • Slack
  • GitHub
  • Azure
  • Streamlit
  • LangChain
  • Codex
Independently observed

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