Apache Zeppelin alternatives
On the evidence we track, the strongest alternative to Apache Zeppelin is Deepnote at 67/100. Apache Zeppelin itself ranks #3 of 5 in ml notebooks. Every product below is scored on the same independent signals, so the ranking is comparable rather than a matter of opinion.
Ranked alternatives to Apache Zeppelin
- 1Deepnotevs Apache Zeppelin →
A collaborative notebook platform for data analysis and building interactive data applications
medium · 52% - 2Observablelow · 26%
- 3Amazon SageMaker Studio Notebookslow · 42%
- 4Databricks Notebookslow · 28%
Not sure which of these fits?
This ranking uses our balanced weighting. Say what actually matters to you (budget, compliance, self-hosting, team size) and the same ml notebooks get reordered against that instead.
Free to run, no account needed to start. How the evaluation works
Why these ones
An alternative here means a product in the same category as Apache Zeppelin (ML Notebooks), ranked by the vioscaleAI composite: a confidence-weighted blend of independent signals such as adoption, release activity, pricing transparency and security posture. There are no user reviews in it, and no vendor can pay to appear or to rank higher. Where we have not confirmed something, we show that rather than guessing.
Generated . See the method for how the composite is built, and why we are independent.