Apache Zeppelin vs GitPod: Which Should You Choose in 2026?
Choosing between Apache Zeppelin and GitPod comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
By Toolradar Team · Last updated February 28, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Apache Zeppelin
A multi-purpose notebook for data ingestion, discovery, analytics, visualization, and collaboration.
Best for you if:
- • You need something completely free
- • You need business intelligence features specifically
- • Interactive notebook for data analytics and visualization.
- • Supports multiple languages and integrates with various data processing backends, including Apache Spark.
GitPod
Always ready-to-code development environments in the cloud.
Best for you if:
- • You want the higher-rated option (8.5/10 vs 0.0/10)
- • You need ide & code editors features specifically
- • Cloud development environments
- • Ready-to-code workspaces
| At a Glance |  Apache Zeppelin |  GitPod |
|---|---|---|
Price | Free | Free + Paid |
Best For | Business Intelligence | IDE & Code Editors |
Rating | —/100 | 85/100 |
| Feature | Apache Zeppelin | GitPod |
|---|---|---|
| Pricing Model | Free | Freemium |
| Editorial Score | — | 85 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Business IntelligenceData Visualization | IDE & Code EditorsHosting & Deployment |
How Apache Zeppelin and GitPod Compare
Apache Zeppelin
A multi-purpose notebook for data ingestion, discovery, analytics, visualization, and collaboration.
Free
GitPod
Always ready-to-code development environments in the cloud.
Free tier available · 85/100 score
Apache Zeppelin is a business intelligence tool. GitPod is in ide & code editors.
Who Should Use What?
On a budget?
Apache Zeppelin is free. GitPod is freemium.
Go with: Apache Zeppelin
Want the highest-rated option?
GitPod scores 85/100. Apache Zeppelin is unrated.
Go with: GitPod
Value user reviews?
Neither has user reviews yet.
Go with: GitPod
3 Questions to Help You Decide
What's your budget?
Apache Zeppelin is free. GitPod is freemium. Go with Apache Zeppelin if free matters most.
What's your use case?
Apache Zeppelin is a business intelligence tool. GitPod is in ide & code editors. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
GitPod
- Higher score: 85/100 vs unrated
- Free tier available
- Our pick for this comparison
Apache Zeppelin
- Completely free
- Better fit for business intelligence
The Bottom Line
GitPod (85/100) is our pick. That said, Apache Zeppelin is free — hard to beat on price.
Frequently Asked Questions
Is Apache Zeppelin or GitPod better?
GitPod scores 85/100 in our evaluation. Apache Zeppelin is free and GitPod is freemium.
What are Apache Zeppelin and GitPod used for?
Apache Zeppelin: A multi-purpose notebook for data ingestion, discovery, analytics, visualization, and collaboration.. GitPod: Always ready-to-code development environments in the cloud..
What does Apache Zeppelin cost vs GitPod?
Apache Zeppelin is completely free. GitPod is freemium (free tier + paid plans). Visit their websites for detailed pricing.