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Apache Zeppelin vs OWASP Zed Attack Proxy (ZAP)

Professional comparison and analysis to help you choose the right software solution for your needs.

Apache Zeppelin icon
Apache Zeppelin
OWASP Zed Attack Proxy (ZAP) icon
OWASP Zed Attack Proxy (ZAP)

Apache Zeppelin vs OWASP Zed Attack Proxy (ZAP): The Verdict

⚡ Summary:

Apache Zeppelin: Apache Zeppelin is an open-source web-based notebook that enables interactive data analytics. It allows you to make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.

OWASP Zed Attack Proxy (ZAP): ZAP is an open-source web application security scanner used to find vulnerabilities in web apps. It offers automated and manual tools to scan APIs, access control weaknesses, injection flaws, XSS, and other issues.

Both tools serve their respective audiences. Compare the features, pricing, and user ratings above to determine which best fits your needs.

Last updated: May 2026 · Comparison by Sugggest Editorial Team

Feature Apache Zeppelin OWASP Zed Attack Proxy (ZAP)
Sugggest Score — —
Category Ai Tools & Services Security & Privacy
Pricing Free Open Source

Product Overview

Apache Zeppelin
Apache Zeppelin

Description: Apache Zeppelin is an open-source web-based notebook that enables interactive data analytics. It allows you to make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.

Type: software

Pricing: Free

OWASP Zed Attack Proxy (ZAP)
OWASP Zed Attack Proxy (ZAP)

Description: ZAP is an open-source web application security scanner used to find vulnerabilities in web apps. It offers automated and manual tools to scan APIs, access control weaknesses, injection flaws, XSS, and other issues.

Type: software

Pricing: Open Source

Key Features Comparison

Apache Zeppelin
Apache Zeppelin Features
  • Web-based notebook interface
  • Supports many languages like Python, R, Scala, SQL
  • Visualizations and charts
  • Collaboration features
  • Integrations with Spark, Flink and other frameworks
OWASP Zed Attack Proxy (ZAP)
OWASP Zed Attack Proxy (ZAP) Features
  • Spidering and crawling of web applications
  • Passive scanning for analysis of requests and responses
  • Active scanning for vulnerability detection
  • AJAX spidering for crawling of modern web apps
  • Variety of attack tools for penetration testing
  • Extensible via add-ons for advanced functions
  • Built-in proxy for traffic inspection and modification
  • Automated and manual testing options
  • Command line and GUI interfaces
  • Authentication tools for session management
  • Integrations with CI/CD pipelines
  • APIs for integration with other tools
  • Exporting of reports in various formats

Pros & Cons Analysis

Apache Zeppelin
Apache Zeppelin

Pros

  • Easy to use interface
  • Powerful data exploration capabilities
  • Open source and free
  • Great for collaboration
  • Integrates with many data sources and frameworks

Cons

  • Not as fully featured as Jupyter Notebook
  • Limited to running on a single node
  • Smaller user community than alternatives like Jupyter
OWASP Zed Attack Proxy (ZAP)
OWASP Zed Attack Proxy (ZAP)

Pros

  • Free and open source
  • Easy to use interface
  • Powerful scanning capabilities
  • Active community support and development
  • Cross-platform compatibility
  • Extensible and customizable via plugins
  • Integrates well with other tools
  • Helps identify a wide range of vulnerabilities

Cons

  • Can generate false positives
  • Limited default policies for authentication
  • Requires expertise to leverage advanced features
  • Not as feature rich as commercial products
  • Lacks official technical support services

Pricing Comparison

Apache Zeppelin
Apache Zeppelin
  • Free
OWASP Zed Attack Proxy (ZAP)
OWASP Zed Attack Proxy (ZAP)
  • Open Source

Related Comparisons

Learn More About Each Product

Apache Zeppelin
Apache Zeppelin
Reviews, pricing & alternatives →
OWASP Zed Attack Proxy (ZAP)
OWASP Zed Attack Proxy (ZAP)
Reviews, pricing & alternatives →

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