Software Alternatives, Accelerators & Startups

Better Stack VS Apache Zeppelin

Compare Better Stack VS Apache Zeppelin and see what are their differences

Better Stack logo Better Stack

Everything you need to ship higherโ€‘quality software faster.

Apache Zeppelin logo Apache Zeppelin

A web-based notebook that enables interactive data analytics.
  • Better Stack Tracing
    Tracing //
    2026-03-30
  • Better Stack AI SRE
    AI SRE //
    2026-03-30
  • Better Stack Incident management
    Incident management //
    2026-03-30
  • Better Stack Status page and mobile app
    Status page and mobile app //
    2025-07-09
  • Better Stack Catalog
    Catalog //
    2025-07-09
  • Better Stack Live tail
    Live tail //
    2025-07-09
  • Better Stack Collaborative dashboards
    Collaborative dashboards //
    2025-07-09
  • Better Stack Explore logs
    Explore logs //
    2025-07-09

Better Stack is an eBPF-based, AI SRE observability tool that helps you ship higher-quality software faster. Monitor everything from websites to servers. Schedule on-call rotations, get actionable alerts, and resolve incidents faster than ever. Connect your Kubernetes or Docker clusters to gather logs, metrics, and network traces with eBPF. No code changes required.

  • Apache Zeppelin Landing page
    Landing page //
    2023-07-21

Better Stack

$ Details
freemium $29.0 / Monthly (per responder license)
Platforms
Slack Microsoft Teams Python Ruby JavaScript Java PHP Apache Azure Docker iOS Jira Linux Mobile NGINX Outlook REST API Web Zapier
Startup details
Country
United States

Better Stack features and specs

  • Logs & traces
    Aggregate structured logs & traces from anywhere, transform them with VRL and query using Drag & drop, simple filtering, PromQL or SQL.
  • Metrics
    Visualize metrics with ready-made collaborative dashboards. Generate metrics from logs or collect them via Prometheus, OpenTelemetry or others.
  • AI SRE
    Slack-native AI SRE agent that investigates incidents using your logs, metrics, traces, errors, and web events.
  • Error tracking
    Donโ€™t waste time reproducing errors manually. We provide you with browser context, backend environment variables, and stack traces so you can focus on fixing.
  • Uptime monitoring
    The most reliable external monitoring for your monolith application, SPA, REST API, or a bare metal server.
  • Transaction monitoring (Playwright)
    Hosted Playwright-based transaction checks let you monitor vital website interactions by running a real browser instance.
  • Heartbeats (Cron job monitoring)
    Heartbeats let you monitor scheduled jobs like cron jobs or serverless workers. Never lose a database backup again.
  • On-call & incident management
    On-call scheduling & alerting is built-in. Set up duties, get flexible alerting options, and resolve incidents collaboratively.
  • Slack-based incident management
    Resolve incidents without leaving Slack by leveraging powerful automations.
  • Call routing
    Route incoming phone calls to the current on-call person to create incidents automatically.
  • Reporting & analytics
    Track team KPIs easily analyze incident metrics, on-call duties, and advanced SLAs/SLIs.
  • Status pages
    Get a branded status.yourdomain.com and build credibility with customers. Monitoring and incident management is fully-integrated.
  • Security
    Keep your data secure and control your costs by having visibility into your usage. Stay compliant with SOC 2, GDPR, and more.
  • Real user monitoring
    Session replay, web vitals & product analytics

Apache Zeppelin features and specs

  • Interactive Data Exploration
    Apache Zeppelin supports interactive data exploration and visualization. Users can write code in multiple languages (e.g., SQL, Python, R) and immediately see the results, enabling dynamic data analysis.
  • Multi-language Support
    Zeppelin supports multiple languages and backend systems through its interpreters, including Apache Spark, Python, JDBC, and more. This makes it versatile for data scientists and analysts who work with different technologies.
  • Collaborative Environment
    Zeppelin provides a collaborative environment where multiple users can share notebooks and insights. This fosters team collaboration and enhances productivity among data teams.
  • Integration with Big Data Tools
    Zeppelin integrates well with big data tools like Apache Spark, Hadoop, and various data storage solutions, making it an excellent choice for large-scale data processing and analysis tasks.
  • Custom Visualizations
    Users can create rich, custom visualizations with Zeppelin's built-in visualization tools or by leveraging libraries like D3.js. This helps in presenting data insights in a more understandable and visually appealing manner.

Possible disadvantages of Apache Zeppelin

  • Steeper Learning Curve
    For beginners, the learning curve for Apache Zeppelin can be quite steep, especially if they are not familiar with the command-line interface or the underlying technologies like Apache Spark or Hadoop.
  • Performance Issues
    Zeppelin can face performance issues when handling very large datasets or complex visualizations, potentially leading to slower response times or the need for significant hardware resources.
  • Limited Language Support
    While Zeppelin supports multiple languages through its interpreters, it doesn't support as many languages as some other data science tools, which could be a limitation for some users.
  • Security Concerns
    Since Apache Zeppelin allows code execution on the server, there are inherent security risks. Proper security measures must be in place to prevent unauthorized access and code execution, which can complicate setup and maintenance.
  • Dependency Management
    Managing dependencies and interpreter configurations in Zeppelin can be cumbersome, particularly in complex projects with multiple dependencies. This can lead to configuration drift and other maintenance challenges.

Analysis of Apache Zeppelin

Overall verdict

  • Yes, Apache Zeppelin is generally regarded as a good tool, particularly for data scientists and analysts who require a versatile environment for analyzing and visualizing complex datasets.

Why this product is good

  • Apache Zeppelin is considered a good tool because it offers a web-based notebook that supports interactive data analysis, visualization, and collaboration. It is versatile, supporting multiple languages such as Scala, Python, and SQL. It integrates well with big data technologies like Apache Spark and Hadoop, making it suitable for complex data processing and real-time analytics.

Recommended for

  • Data Scientists
  • Data Analysts
  • Machine Learning Engineers
  • Big Data Professionals
  • Teams requiring collaborative data analysis and visualization

Better Stack videos

Investigate incidents

More videos:

  • Demo - Better Stack Collector
  • Demo - Getting started with Live tail

Apache Zeppelin videos

Apache Zeppelin Meetup

Category Popularity

0-100% (relative to Better Stack and Apache Zeppelin)
Monitoring Tools
100 100%
0% 0
Development
0 0%
100% 100
Uptime Monitoring
100 100%
0% 0
Office & Productivity
0 0%
100% 100

Questions & Answers

As answered by people managing Better Stack and Apache Zeppelin.

How would you describe the primary audience of your product?

Better Stack's answer

Engineering teams of all sizes โ€“ from startups to Fortune 500 companies.

What makes your product unique?

Better Stack's answer

Better Stack is a modern observability tool that leverages eBPF and OpenTelemetry to make tracing work for you.

What's the story behind your product?

Better Stack's answer

We are software builders at Better Stack.

CEO is a software engineer, COO is a software engineer and you guessed it; CTO is an engineer, too.

Weโ€™re helping developers ship higher quality software faster.

Why should a person choose your product over its competitors?

Better Stack's answer

You get an unrivaled price-to-performance ratio. Forget sampling and ingest all your data, or decrease your costs by 30x.

Which are the primary technologies used for building your product?

Better Stack's answer

The primary technologies used to build Better Stack are eBPF for low-level, high-performance instrumentation and ClickHouse for storing and querying large volumes of observability data efficiently.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Better Stack and Apache Zeppelin

Better Stack Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
A notable feature of Better Stack is its capability to execute Playwright scripts. You can easily input your script into the dashboard, allowing Better Stack to monitor front-end transactions effectively.
Source: betterstack.com

Apache Zeppelin Reviews

12 Best Jupyter Notebook Alternatives [2023] โ€“ Features, pros & cons, pricing
Apache Zeppelin is an open-source platform for data science and analytics that is similar to Jupyter Notebooks. It allows users to write and execute code in a variety of programming languages, as well as include text, equations, and visualizations in a single document. Apache Zeppelin also has a built-in code editor and supports a wide range of libraries and frameworks,...
Source: noteable.io
The Best ML Notebooks And Infrastructure Tools For Data Scientists
Apache Zeppelin is another web-based open-source notebook popular among data scientists. The platform supports three languages โ€“ SQL, Python, and R. Zeppelin also backs interpreters such as Apache Spark, JDBC, Markdown, Shell, and Hadoop. The built-in basic charts and pivot table structures help to create input forms in the notebook. Zeppelin can be shared on Github and...

Social recommendations and mentions

Based on our record, Better Stack should be more popular than Apache Zeppelin. It has been mentiond 20 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Better Stack mentions (20)

  • Best Synthetic Monitoring Tools in 2026: Honest Comparison
    Better Stack bundles uptime, real Playwright/Chromium browser checks, incident management, on-call, logs, and status pages in one product โ€” and its native on-call and escalation are the best in this list. You author in JavaScript or paste from Playwright codegen, and you get trace-viewer artifacts on failure, an MCP integration, and a Terraform provider. - Source: dev.to / 13 days ago
  • Best Status Page Software in 2026: Honest Comparison for Engineering Teams
    Better Stack (formerly Better Uptime + Logtail) is the most ambitious all-in-one in this list โ€” it bundles uptime monitoring, on-call scheduling, incident management, status pages, AND log management into a single platform. If you want one vendor for your entire observability and incident communication stack, this is the closest thing to that vision. - Source: dev.to / 19 days ago
  • Best Website Monitoring Tools in 2026: What Engineering Teams Actually Use
    Better Stack (formerly Better Uptime + Logtail) is an all-in-one reliability platform combining uptime monitoring, on-call scheduling, incident management, status pages, and log management in a single product. The pitch is eliminating the patchwork of 3โ€“5 tools most teams cobble together โ€” monitoring, PagerDuty, Statuspage, and a log aggregator โ€” into one coherent system. - Source: dev.to / 19 days ago
  • Best Free Monitoring Tools in 2026: What You Actually Get at $0/Month
    Better Stack (formerly known as Better Uptime) bundles uptime monitoring, status pages, on-call scheduling, and log management into a single platform. The free tier gives you a taste of each: 10 monitors, 1 status page, and 3 GB of log ingestion per month. For teams that want monitoring, incident management, and observability under one roof without paying for three separate tools, Better Stack's free tier covers... - Source: dev.to / 19 days ago
  • Best API Monitoring Tools in 2026: What Developers Actually Use
    Better Stack bundles uptime monitoring, incident management, on-call scheduling, status pages, and log management into a single platform. For API monitoring, Better Stack offers HTTP checks with keyword matching, multi-step checks that chain requests and pass data between steps, and response time tracking across multiple global locations. - Source: dev.to / 19 days ago
View more

Apache Zeppelin mentions (10)

  • Woxi: Wolfram Mathematica Reimplementation in Rust
    I wonder if it would make a good Zeppelin interpreter. https://zeppelin.apache.org/. - Source: Hacker News / 4 months ago
  • ๐Ÿ“Š Visualise Presto Queries with Apache Zeppelin: A Hands-On Guide
    In the previous article, we explored the installation of Presto. Building on that foundation, it's time to take your data exploration one step further by integrating Presto with Apache Zeppelin, a powerful web-based notebook that allows interactive data analytics. - Source: dev.to / about 1 year ago
  • Serverless Data Processing on AWS : AWS Project
    To do so, we will use Kinesis Data Analytics to run an Apache Flink application. To enhance our development experience, we will use Studio notebooks for Kinesis Data Analytics that are powered by Apache Zeppelin. - Source: dev.to / over 1 year ago
  • Serverless Apache Zeppelin on AWS
    Now we can proceed with the definition of Apache Zeppelin. It is a web-based notebook that enables data-driven, interactive data analytics and collaborative documents with Python, Scala, SQL, Spark, and more. You can execute code and even schedule a job (via cron) to run at regular intervals. - Source: dev.to / over 2 years ago
  • Visualization using Pyspark Dataframe
    Have you tried Apache Zepellin I remember that you can pretty print spark dataframes directly on it with z.show(df). Source: about 4 years ago
View more

What are some alternatives?

When comparing Better Stack and Apache Zeppelin, you can also consider the following products

UptimeRobot - Free Website Uptime Monitoring

Now Platform - Get native platform intelligence, so you can predict, prioritize, and proactively manage the work that matters most with the NOW Platform from ServiceNow.

Pingdom - With website monitoring from Pingdom you will be the first to know when your website is down. No installation required. 30-day free trial.

Adobe Flash Builder - If you are facing issues while downloading your Creative Cloud apps, use the download links in the table below.

StatusCake - Website Uptime Monitoring & Alerts โ€“ Free Unlimited Downtime Monitoring

WebStorm - The smartest JavaScript IDE