What is 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.
Apache Zeppelin pricing
We don't have Apache Zeppelin's full plan breakdown yet (its pricing page resisted automated reading). Here's what we could confirm. Always check live pricing for exact numbers.
Free and open source
Platform & deployment
Independently observed- Web
- Cloud / SaaS
- On-premise
- Self-hosted
Integrations (15)
Independently observed- Apache Spark
- Apache Flink
- Python
- R
- Scala
- SQL
- Spark SQL
- Spark R
- PySpark
- JDBC
- Markdown
- Shell
- Matplotlib
- Conda
- Pandas
Security & compliance
Known vulnerabilities: 0 (0 in the last 12 months) sourcea count reflects scale & disclosure, not quality
Apache Zeppelin alternatives
Other ml notebooks we track, ranked by the same independent score.
- ObservableBrowser-based reactive notebooks for collaborative data visualization and analysislow · 26%
- DeepnoteA collaborative cloud workspace where teams analyze data, build dashboards, and automate insights through notebook-based workflows.medium · 55%
- Amazon SageMaker Studio NotebooksUnified web-based environment for building and deploying machine learning modelslow · 42%
- Databricks NotebooksSub-millisecond feature serving for dynamic pricing and real-time financial decisionslow · 3%
Compare Apache Zeppelin
Side by side against other ml notebooks, attribute by attribute, with a source on every value.
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Apache Zeppelin, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Development activity | 59 | 0.09 | 5.5 | ✓ |
| Security score | 62 | 0.04 | 2.6 | ✓ |
| Integrations | 35 | 0.07 | 2.4 | ✓ |
| Stars | 72 | 0.03 | 1.9 | ✓ |
| Dependent projects | 31 | 0.06 | 1.9 | ✓ |
| Capabilities | 0 | 0.08 | 0.0 | - |
| Release cadence | 0 | 0.05 | 0.0 | - |
| Security posture | 0 | 0.07 | 0.0 | - |
| Package downloads | 0 | 0.14 | 0.0 | - |
| Developer Q&A activity | 0 | 0.06 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 73 | mediumsource · 2026-08-26 · 65% |
Adoption
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 15 | mediumsource · 2026-08-19 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Java | highsource · 2026-08-26 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-08-26 · 95% |