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Apache Zeppelin vs RunKit: Which Should You Choose in 2026?

Choosing between Apache Zeppelin and RunKit 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 business intelligence features specifically
  • Interactive notebook for data analytics and visualization.
  • Supports multiple languages and integrates with various data processing backends, including Apache Spark.

RunKit

Node.js playground in your browser

Best for you if:

  • • You want the higher-rated option (7.5/10 vs 0.0/10)
  • • You need prototyping features specifically
  • JavaScript playground in the browser
  • Share and embed code snippets
At a Glance
Apache ZeppelinApache Zeppelin
RunKitRunKit
Price
FreeFree
Best For
Business IntelligencePrototyping
Rating
/10075/100
FeatureApache ZeppelinRunKit
Pricing ModelFreeFree
Editorial Score
75
Community RatingNo ratings yetNo ratings yet
Total Reviews00
Community Upvotes
0
0
Categories
Business IntelligenceData Visualization
PrototypingIDE & Code Editors

How Apache Zeppelin and RunKit Compare

Apache Zeppelin

A multi-purpose notebook for data ingestion, discovery, analytics, visualization, and collaboration.

Free

RunKit

Node.js playground in your browser

Free · 75/100 score

Apache Zeppelin is a business intelligence tool. RunKit is in prototyping.

Who Should Use What?

On a budget?

Both are free. Compare plans on their websites.

Go with: Apache Zeppelin

Want the highest-rated option?

RunKit scores 75/100. Apache Zeppelin is unrated.

Go with: RunKit

Value user reviews?

Neither has user reviews yet.

Go with: RunKit

3 Questions to Help You Decide

1

What's your budget?

Both are free. Pricing won't help you decide here.

2

What's your use case?

Apache Zeppelin is a business intelligence tool. RunKit is in prototyping. Pick the category that matches your needs.

3

How important are ratings?

Not all tools have been rated yet.

Key Takeaways

RunKit

  • Higher score: 75/100 vs unrated
  • Completely free
  • Our pick for this comparison

Apache Zeppelin

  • Better fit for business intelligence

The Bottom Line

RunKit (75/100) is our pick.

Frequently Asked Questions

Is Apache Zeppelin or RunKit better?

RunKit scores 75/100 in our evaluation. Both are free.

What are Apache Zeppelin and RunKit used for?

Apache Zeppelin: A multi-purpose notebook for data ingestion, discovery, analytics, visualization, and collaboration.. RunKit: Node.js playground in your browser.

What does Apache Zeppelin cost vs RunKit?

Apache Zeppelin is completely free. RunKit is completely free. Visit their websites for detailed pricing.

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