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Open Source DataDog Alternatives

A curated collection of the 10 best open source alternatives to DataDog.

The best open source alternative to DataDog is NetData. If that doesn't suit you, we've compiled a ranked list of other open source DataDog alternatives to help you find a suitable replacement. Other interesting open source alternatives to DataDog are: Sentry, Signoz, Logstash and Highlight.

DataDog alternatives are mainly Observability Tools but may also be Monitoring Tools or Log Management Tools. Browse these if you want a narrower list of alternatives or looking for a specific functionality of DataDog.

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Powerful, efficient, and user-friendly monitoring solution for servers, containers, and applications with instant insights and alerts.

Screenshot of NetData website

NetData is a cutting-edge, open-source monitoring and troubleshooting tool designed for modern infrastructure and applications. It offers real-time, high-resolution metrics collection and visualization, enabling users to gain instant insights into their systems' performance.

Key benefits of NetData include:

  • Lightning-fast performance: Collects thousands of metrics per second with minimal resource usage.
  • Zero configuration: Auto-detects and monitors services out of the box, reducing setup time.
  • Stunning visualizations: Provides interactive, customizable dashboards for easy data interpretation.
  • Scalability: Efficiently monitors everything from single servers to large-scale distributed systems.
  • Alerting: Offers intelligent, customizable alerts to detect and respond to issues promptly.
  • Extensibility: Supports plugins and integrations with popular monitoring stacks.

NetData empowers DevOps teams, system administrators, and developers to identify and resolve performance bottlenecks quickly. Its user-friendly interface and powerful analytics capabilities make it an essential tool for maintaining optimal system health and performance in today's fast-paced, data-driven environments.

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Detect, diagnose, and resolve software issues quickly with powerful error tracking, performance monitoring, and release management.

Screenshot of Sentry website

Sentry is a powerful developer-first application monitoring platform that helps teams identify, triage, and resolve software errors and performance issues in real-time. With its comprehensive suite of tools, Sentry enables developers to:

  • Catch and diagnose errors instantly: Receive detailed error reports with stack traces, user context, and environment information to quickly pinpoint and fix issues.
  • Monitor application performance: Track key metrics, identify bottlenecks, and optimize your code with performance monitoring and profiling tools.
  • Streamline release management: Correlate errors with specific releases, track adoption rates, and manage version rollouts effectively.
  • Integrate seamlessly: Connect Sentry with your existing workflow using integrations for popular development tools and platforms.
  • Customize and scale: Tailor Sentry to your needs with flexible data management, custom alerting, and support for multiple programming languages and frameworks.

By providing real-time visibility into your application's health, Sentry helps teams reduce downtime, improve user experience, and ship better code faster. Whether you're working on web, mobile, or desktop applications, Sentry's robust features and intuitive interface make it an essential tool for modern software development and operations.

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Comprehensive monitoring and troubleshooting solution for microservices architectures, offering metrics, traces, and logs in a single pane.

Screenshot of Signoz website

Signoz is a powerful, open-source observability platform designed for modern, cloud-native applications. It provides a unified solution for monitoring, troubleshooting, and optimizing your microservices architecture.

Key benefits of Signoz include:

  1. All-in-One Observability: Combine metrics, traces, and logs in a single platform, eliminating the need for multiple tools and reducing context-switching.

  2. Cost-Effective: As an open-source solution, Signoz offers significant cost savings compared to proprietary alternatives, especially for high-volume data ingestion.

  3. Easy Setup: Get started quickly with a simple installation process and intuitive UI, making it accessible for teams of all sizes.

  4. Customizable Dashboards: Create tailored views of your system's performance with flexible, drag-and-drop dashboard builders.

  5. Distributed Tracing: Gain deep insights into request flows across your microservices, helping you identify bottlenecks and optimize performance.

  6. Anomaly Detection: Leverage built-in anomaly detection capabilities to proactively identify issues before they impact your users.

  7. Scalability: Designed to handle high-volume data ingestion, Signoz scales effortlessly with your growing infrastructure.

  8. Open Standards: Built on OpenTelemetry, ensuring compatibility with a wide range of technologies and future-proofing your observability stack.

By choosing Signoz, you're not just adopting a monitoring tool; you're embracing a comprehensive observability solution that grows with your needs and empowers your team to maintain high-performing, reliable applications.

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Logstash is a free and open server-side data processing pipeline that ingests data from multiple sources, transforms it, and sends it to your desired destination.

Screenshot of Logstash website

Logstash is a powerful data processing pipeline that allows you to collect, transform, and ship data from various sources to multiple destinations. Here are some key features and benefits:

  1. Versatile Input Support:

    • Ingest data from a wide range of sources, including logs, metrics, web applications, data stores, and AWS services.
    • Supports continuous, streaming data ingestion.
  2. Powerful Data Transformation:

    • Parse and structure unstructured data using grok patterns.
    • Derive additional information, such as geolocations from IP addresses.
    • Anonymize or exclude sensitive data for compliance and security.
    • Transform data into a common format for easier analysis.
  3. Flexible Output Options:

    • Send processed data to various destinations, with Elasticsearch being a primary output.
    • Route data to multiple outputs simultaneously for different use cases.
  4. Extensibility:

    • Pluggable framework with over 200 plugins available.
    • Easy-to-build custom plugins for specific needs.
  5. Reliability and Security:

    • Guarantees at-least-once delivery with persistent queues.
    • Dead letter queues for handling processing failures.
    • Ability to secure ingest pipelines.
  6. Monitoring and Management:

    • Built-in monitoring features for observing performance and availability.
    • Pipeline Viewer for understanding and optimizing data flows.
    • Centralized management through a user-friendly UI.
  7. Elastic Stack Integration:

    • Seamless integration with other Elastic Stack components like Elasticsearch and Kibana.
    • Pre-built modules for quick setup with popular data sources.

Logstash is an essential tool for organizations looking to centralize and process their data efficiently, making it ready for analysis and visualization in platforms like Elasticsearch and Kibana.

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Comprehensive monitoring solution offering error tracking, session replay, and performance insights for seamless debugging and optimization.

Screenshot of Highlight website

Highlight is a powerful observability platform designed to revolutionize how developers monitor and debug web applications. By combining error tracking, session replay, and performance monitoring in a single, intuitive interface, Highlight provides unparalleled insights into your application's behavior.

Key benefits of Highlight include:

  • Error Tracking: Instantly capture and diagnose errors with detailed stack traces, error context, and affected user information.
  • Session Replay: Visualize user interactions with pixel-perfect recreations of sessions, helping you understand and reproduce issues quickly.
  • Performance Monitoring: Gain deep insights into your application's performance with metrics on load times, API calls, and resource usage.
  • Real-time Alerts: Stay informed about critical issues with customizable alerts delivered via email, Slack, or other integrations.
  • Easy Integration: Get started in minutes with simple SDK integration for popular frameworks and languages.
  • Privacy-focused: Ensure data protection with automatic PII redaction and customizable data retention policies.

Highlight empowers development teams to identify, prioritize, and resolve issues faster, leading to improved application stability and enhanced user experiences. With its comprehensive feature set and user-friendly interface, Highlight is the go-to solution for modern web application observability.

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Open source platform combining session replays, logs, traces, metrics, and errors for comprehensive production issue resolution

Screenshot of HyperDX website

HyperDX is an innovative open-source observability platform designed to help engineering teams resolve production issues quickly and efficiently. Here's what makes HyperDX stand out:

  1. Comprehensive Observability: HyperDX unifies session replays, logs, traces, metrics, and errors in one platform, providing a holistic view of your system's performance.

  2. Cost-Effective Solution: With pricing at $0.40 per GB, $0 per user, and $0 per host, HyperDX offers a budget-friendly alternative to expensive enterprise solutions like Datadog.

  3. Powerful Performance: Powered by Clickhouse, HyperDX enables searching through terabytes of events in seconds, ensuring rapid issue identification and resolution.

  4. Intuitive Search: The platform features a simple full-text search syntax, making it easy to find relevant logs and spans without learning complex query languages.

  5. Automatic Event Clustering: HyperDX automatically aggregates log patterns, condensing billions of events into distinct clusters for easier analysis.

  6. Correlated Session Replays: Automatically link frontend session replays with backend logs and traces, providing context for user-reported issues.

  7. Visualization Tools: An intuitive chart builder allows teams to graph and share logs, metrics, and traces, facilitating detailed analysis and collaboration.

  8. Easy Integration: HyperDX offers automatic instrumentation for various languages and platforms, with just a few lines of code required for setup.

  9. Vendor-Agnostic: Built on OpenTelemetry, HyperDX allows teams to instrument once without fear of vendor lock-in.

  10. Additional Features: The platform includes alerting capabilities, Intercom integration, live log tailing, native JSON parsing, and an agent-free installation option.

HyperDX is backed by Y Combinator and trusted by high-velocity engineering teams. It's an excellent choice for organizations looking to streamline their observability stack while keeping costs under control.

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Open-source uptime monitoring platform for seamless service management, real-time alerts, and comprehensive status pages

Screenshot of OpenStatus website

OpenStatus is a powerful, open-source solution for monitoring your services and keeping your users informed. With its comprehensive feature set, OpenStatus empowers developers and businesses to maintain high availability and transparency.

Key benefits of OpenStatus include:

  • Real-time monitoring: Keep a constant eye on your services' health and performance.
  • Instant alerts: Receive immediate notifications when issues arise, allowing for quick response times.
  • Custom status pages: Create beautiful, informative status pages to keep your users updated.
  • Open-source flexibility: Adapt and extend the platform to fit your specific needs.
  • Easy integration: Seamlessly incorporate OpenStatus into your existing workflow.
  • Community-driven: Benefit from continuous improvements and support from a passionate developer community.

Whether you're managing a small project or a large-scale application, OpenStatus provides the tools you need to ensure reliability and maintain user trust. With its intuitive interface and powerful features, you can focus on building great services while OpenStatus takes care of keeping them running smoothly.

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All-in-one solution for uptime monitoring, incident management, and status pages to keep your services running smoothly

Screenshot of OneUptime website

OneUptime is a powerful, open-source platform designed to help businesses maintain optimal service reliability and performance. By combining essential features into a single, intuitive solution, OneUptime streamlines your operations and enhances your ability to respond to issues quickly and effectively.

Key benefits of OneUptime include:

  • Unified Monitoring: Keep track of your entire infrastructure with comprehensive uptime monitoring for websites, APIs, and servers.
  • Proactive Alerts: Receive instant notifications through various channels when issues arise, allowing for rapid response and minimized downtime.
  • Incident Management: Efficiently handle and resolve incidents with built-in tools for team collaboration, task assignment, and progress tracking.
  • Custom Status Pages: Create branded, real-time status pages to keep your customers informed about service availability and ongoing incidents.
  • Performance Insights: Gain valuable insights into your system's performance with detailed metrics and analytics.
  • Flexible Integrations: Seamlessly integrate with popular tools and services to enhance your existing workflow.
  • Open-Source Advantage: Benefit from community-driven development, transparency, and the ability to customize the platform to your specific needs.

With OneUptime, you can ensure your services remain reliable, your team stays informed, and your customers experience minimal disruption. Whether you're a small startup or a large enterprise, OneUptime provides the tools you need to maintain high availability and build trust with your users.

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Uptrace is an OpenTelemetry-based platform that integrates traces, metrics, and logs to help monitor and optimize complex distributed systems.

Screenshot of Uptrace website

Uptrace is an open-source observability platform built on OpenTelemetry, designed to help developers and operations teams monitor, understand, and optimize complex distributed systems. It offers a comprehensive solution for application performance monitoring (APM) with integrated tracing, metrics, and logging capabilities.

Key features and benefits:

  1. All-in-one solution:

    • Integrates traces, metrics, and logs in a single platform
    • Eliminates the need for multiple monitoring tools
    • Supports data from OpenTelemetry, Prometheus, Vector, FluentBit, and CloudWatch
  2. Flexible deployment options:

    • Self-hosted: Free to use without limitations
    • Managed cloud service: For those who prefer a hands-off approach
    • On-premise installation available upon request
  3. Cost-effective and predictable pricing:

    • Pay only for ingested gigabytes and active timeseries
    • Set a budget to avoid unexpected costs
    • First month free with 1TB storage and 50,000 timeseries (no credit card required)
  4. OpenTelemetry integration:

    • Quick setup with minimal code changes
    • Supports multiple programming languages (Go, Python, Ruby, Node.js, .NET, Java, Erlang, Elixir, Rust, PHP)
    • Vendor-agnostic instrumentation for easy switching between providers
  5. Comprehensive monitoring dashboard:

    • Service graph showing relationships between components
    • RED metrics (Rate, Errors, Duration)
    • Latency percentiles (p50/p90/p99/max)
    • Most frequent logs and errors
    • Slowest requests identification
  6. Scalability:

    • Designed to work at any scale, from small applications to large distributed systems
  7. Incident response:

    • Helps teams identify and resolve issues quickly, often before customers notice

By offering a unified platform for observability, Uptrace simplifies the monitoring process and provides valuable insights into application performance, helping teams optimize their systems and respond to incidents more effectively.

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A powerful open-source status page system for real-time incident tracking, maintenance updates, and transparent communication with users.

Screenshot of Statusnook website

Statusnook is an advanced open-source status page system designed to help organizations maintain clear and effective communication with their users about service health and incidents. With its robust features and user-friendly interface, Statusnook enables teams to:

  • Provide real-time updates on service status and performance
  • Manage and communicate incidents efficiently
  • Schedule and announce planned maintenance
  • Customize status pages to match brand identity
  • Integrate with popular monitoring and alerting tools

Key benefits of using Statusnook include:

  1. Enhanced transparency: Keep users informed about service status, reducing support inquiries and building trust.
  2. Improved incident management: Streamline the process of reporting, updating, and resolving issues.
  3. Flexible customization: Tailor the status page to fit your brand and specific needs.
  4. Multi-channel notifications: Reach users through various channels, including email, SMS, and webhooks.
  5. Historical data and analytics: Gain insights into service performance and incident patterns over time.

Whether you're running a small application or managing a complex infrastructure, Statusnook provides the tools you need to maintain clear, professional communication about your services' health and performance.

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