Alternatives
Best Apache Zeppelin alternatives in 2026
Data compiled by Toolradar Updated How we rate
Cite this list: Toolradar, best Apache Zeppelin alternatives 2026, toolradar.com/alternatives/apache-zeppelin
4 direct alternatives to Apache Zeppelin and 4 more tools in the same category, compared on pricing, features, and best-for use cases. Pick the right replacement without the marketing fluff.
Quick answer
- Noteable is the top alternative to Apache Zeppelin on our list, followed by Hex and Deepnote.
- 5 of the 8 alternatives have a free plan, starting with Noteable.
- Highest rated: Microsoft Excel, 4.8 out of 5 from 22,705 ratings, Sep 2026.
- 8 alternatives
- 4 direct
- 5 with a free plan
Top 3 alternatives to Apache Zeppelin
Noteable
#1 Top pickCollaborative notebooks for data analysis, visualization, and machine learning.
Pricing
Free plan
4.5 /5 on G2 · 535 ratings, Mar 2026
Our take
Best overall
Hex
#2Collaborative data workspace for analytics
Starting price
From $36 /mo
Cheapest paid plan, monthly, as of November 2026
4.5 /5 on G2 · 404 ratings, Aug 2026
Deepnote
#3Collaborative analytics and data science notebook for the AI era.
Starting price
From $39 /mo
Cheapest paid plan, monthly, as of November 2026
4.5 /5 on G2 · 378 ratings, Mar 2026
Apache Zeppelin vs 8 alternatives
| Tool | Starting price (Nov 2026) | Free plan | Rating | Fit |
|---|---|---|---|---|
 | Price: Free | Free plan: Yes | 3.8 out of 5, from 15 ratings across G2 and Capterra (15) | |
| Price: Free + paid | Free plan: Yes | 4.5 out of 5, from 535 ratings on G2 (535) | Direct alternative |
| Price: $36/mo | Free plan: No | 4.5 out of 5, from 404 ratings on G2 (404) | Direct alternative |
| Price: $39/mo | Free plan: Yes | 4.5 out of 5, from 378 ratings on G2 (378) | Direct alternative |
 | Price: $15/mo | Free plan: Yes | n/a | Direct alternative |
 | Price: $9.99/mo | Free plan: Yes | 4.8 out of 5, from 22,705 ratings across G2 and Capterra (22,705) | Same category as Apache Zeppelin |
 | Price: $35/mo | Free plan: Yes | 4.5 out of 5, from 34,413 ratings across G2 and Capterra (34,413) | Same category as Apache Zeppelin |
 | Price: Usage-based | Free plan: No | 4.3 out of 5, from 2,007 ratings on G2 (2,007) | Same category as Apache Zeppelin |
 | Price: Usage-based | Free plan: No | 4.6 out of 5, from 13,206 ratings on G2 (13,206) | Same category as Apache Zeppelin |
Why people consider alternatives to Apache Zeppelin
Apache Zeppelin is an open-source, web-based notebook that enables data engineers, data scientists, and business analysts to perform data-driven development interactively.
Teams most often switch away when one of these starts to bite:
- A feature or quota ceiling that a paid specialist covers and this free tool does not.
- Missing integrations with the rest of your stack.
- Performance or scale limits as your needs grow.
- A specific feature gap you have hit in analytics.
The 4 direct alternatives below cover the same core job (analytics) with different trade-offs. The 4 tools marked "Same category as Apache Zeppelin" fit the category but replace Apache Zeppelin less directly.
Apache Zeppelin by the numbers
| Metric | Apache Zeppelin | Peer median | Position (1 is best) |
|---|---|---|---|
| Free plan | Yes | 56% have one | n/a |
| Listed as an alternative to | 1 tool | 1 | #72 of 143 (joint) |
Listed as an alternative to: #75 on 2026-10-16 to #72 on 2026-11-03 (rank among 143 tools, 1 is best).
Each position is counted among the tools that have data for that row, as noted under it. All Data Visualization data · How we compute this. Advertising and placement fees are not inputs to any position.
Cite this: Toolradar, “Apache Zeppelin by the numbers”, Nov 2026.
Analytics leaderboards from Toolradar data
Toolradar ranks Analytics tools on one measure at a time, only where at least 8 tools have data. As of Nov 2026.
Lowest entry price, plans with no stated unit
Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.
Counted among 325 tools with no stated price unit, verified price.
| # | Tool | Entry plan |
|---|---|---|
| 1 | Algolia | $0.50/mo |
| 2 | Pollfish | $0.95/mo |
| 3 | Prelude | $1/mo |
| 3 | Whitespark | $1/mo, billed monthly |
| 5 | LogDNA | $1.50/mo, billed monthly |
Lowest entry price, per-user plans
Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.
Counted among 56 tools priced per user, verified price.
| # | Tool | Entry plan |
|---|---|---|
| 1 | Flowace | $3/user/mo, billed monthly |
| 1 | Primalogik | $3/user/mo, billed monthly |
| 1 | Toolscase Timetracker | $3/user/mo, billed monthly |
| 4 | Desklog | $3.50/user/mo, billed monthly |
| 5 | Claude Usage Tracker | $4/user/mo, billed monthly |
Lowest entry price, flat team plans
Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.
Counted among 40 tools priced as a flat team plan, verified price.
| # | Tool | Entry plan |
|---|---|---|
| 1 | Ditto Music | $1.58/mo flat, billed yearly |
| 2 | TrustPulse | $9/mo flat, billed monthly |
| 3 | Ausha | $15/mo flat, billed yearly |
| 3 | Sparkpost | $15/mo flat, billed monthly |
| 5 | Captivate | $17/mo flat, billed yearly |
Most media coverage, last 30 days
Number of distinct articles published in the last 30 days by independent press, blogs and newsletters that mention the tool. A story carried by several outlets counts once; the vendor's own blog, review sites, forums and republishing sites do not count.
Counted among 26 tools mentioned in the last 30 days.
| # | Tool | Articles |
|---|---|---|
| 1 | Google Ads | 51 articles |
| 2 | AppLovin | 10 articles |
| 3 | Trump Accounts | 6 articles |
| 4 | SerpAPI | 5 articles |
| 5 | AdMob | 4 articles |
A position exists only when at least 8 tools have data for that metric. 438 of 1304 Analytics tools have a verified price; the others publish none we could read (often "contact sales"). Advertising and placement fees are not inputs to any position. Visit counts include visits from every source. How we compute this. Cite this: Toolradar, “Analytics leaderboards”, Nov 2026. Data licensed CC BY 4.0. All Analytics statistics.
8 alternatives to Apache Zeppelin
Direct alternatives come first, ranked by G2 and Capterra ratings, media mentions, and editor review. Tools marked "Same category as Apache Zeppelin" follow, ranked the same way.
- 1
Noteable
Free plan Higher rated by usersCollaborative notebooks for data analysis, visualization, and machine learning.
4.5 /5 on G2 · 535 ratings, Mar 2026
Free plan available; paid prices not published
- 2
Hex
Paid Higher rated by usersCollaborative data workspace for analytics
4.5 /5 on G2 · 404 ratings, Aug 2026
From $36/editor/mo, billed monthly
- 3
Deepnote
Free plan Higher rated by usersCollaborative analytics and data science notebook for the AI era.
4.5 /5 on G2 · 378 ratings, Mar 2026
From $39/editor/mo, billed yearly; free plan available
- 4
Observable
Free planCollaborative data notebooks and visualization
From $15/editor/mo, billed monthly; free plan available
- 5
Microsoft Excel
Free plan Higher rated by usersIndustry-standard spreadsheet software
4.8 /5 across G2 and Capterra · 22,705 ratings, Sep 2026
From $9.99/mo, billed monthly; free plan available
Same category as Apache Zeppelin
- 6
SurveyMonkey
Free plan Higher rated by usersGather feedback faster with pre-built templates and powerful analysis
4.5 /5 across G2 and Capterra · 34,413 ratings, Sep 2026
From $35/mo, billed monthly; free plan available
Same category as Apache Zeppelin
- 7
Google Ads
Paid Higher rated by usersReach customers across Google's network with AI-powered campaigns
4.3 /5 on G2 · 2,007 ratings, Mar 2026
Price not published
Same category as Apache Zeppelin
- 8
Podscribe
Paid Higher rated by usersMeasure, verify, and optimize podcast, CTV, and radio ad ROI
4.6 /5 on G2 · 13,206 ratings, Jul 2026
Price not published
Same category as Apache Zeppelin
Frequently asked questions
What is the best alternative to Apache Zeppelin?
Based on real-signal scoring (G2 and Capterra ratings, media mentions, and editorial review), the top alternatives to Apache Zeppelin are Noteable, Hex, Deepnote. Each solves the same core job with different trade-offs on pricing, features, and integrations.
Is there a free alternative to Apache Zeppelin?
Apache Zeppelin is already 100% free. There is no other fully free alternative in this list. Noteable is freemium (free tier plus paid plans), not 100% free.
Why do people look for Apache Zeppelin alternatives?
Common reasons teams switch away from Apache Zeppelin even though it is free: missing integrations with the rest of their stack, performance or scale limits, or a specific feature gap in analytics. The alternatives on this page solve the same core problem with a different feature set.
Side-by-side comparisons
In-depth comparison pages for Apache Zeppelin versus each alternative.
Review Apache Zeppelin, get a free AI guide
Share your experience and we will send you Improve Your Thinking Patterns Using ChatGPT, free.
Still considering Apache Zeppelin?
See the full review, pricing breakdown, and community feedback before you decide.