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Cacti vs StatsD: What are the differences?

Introduction

Cacti and StatsD are both monitoring tools that help track various metrics and performance data. However, there are some key differences between the two that should be noted.

  1. Data Collection Method: Cacti is a graphing solution that collects data through SNMP (Simple Network Management Protocol), while StatsD is a network daemon that collects statistics and performance metrics using UDP (User Datagram Protocol) packets. This difference in data collection methods can impact the efficiency and real-time nature of the data being collected.

  2. Graphing Capabilities: Cacti provides a robust graphing feature that allows users to create detailed visual representations of their data using RRDtool. On the other hand, StatsD focuses more on collecting and aggregating raw metrics without providing built-in graphing capabilities. Users often need to integrate StatsD with other tools like Grafana for visualization.

  3. Alerting and Notification: Cacti has built-in alerting functionalities that allow users to set thresholds and receive notifications when metrics exceed defined limits. In contrast, StatsD lacks native alerting capabilities and requires integration with other monitoring tools for setting up alerts and notifications.

  4. Storage Backend: Cacti stores its metrics data in RRD (Round-Robin Database) files by default, which are optimized for time-series data. StatsD, on the other hand, does not come with a built-in storage backend and typically relies on other databases like Graphite or InfluxDB for data persistence.

  5. Ecosystem and Plugins: Cacti has a well-established community and a wide range of plugins available for extending its functionalities. On the contrary, StatsD has a smaller ecosystem and may require more customization or integration with other tools to meet specific monitoring requirements.

In Summary,

Cacti and StatsD differ in their data collection methods, graphing capabilities, alerting features, storage backends, and ecosystem support.

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Pros of Cacti
Pros of StatsD
  • 3
    Free
  • 3
    Rrdtool based
  • 2
    Fast poller
  • 1
    Graphs from snmp
  • 1
    Graphs from language independent scripts
  • 9
    Open source
  • 7
    Single responsibility
  • 5
    Efficient wire format
  • 3
    Handles aggregation
  • 3
    Loads of integrations
  • 1
    Many implementations
  • 1
    Scales well
  • 1
    Simple to use
  • 1
    NodeJS

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Cons of Cacti
Cons of StatsD
    Be the first to leave a con
    • 1
      No authentication; cannot be used over Internet

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    What is Cacti?

    Cacti is a complete network graphing solution designed to harness the power of RRDTool's data storage and graphing functionality. Cacti provides a fast poller, advanced graph templating, multiple data acquisition methods, and user management features out of the box.

    What is StatsD?

    It is a network daemon that runs on the Node.js platform and listens for statistics, like counters and timers, sent over UDP or TCP and sends aggregates to one or more pluggable backend services (e.g., Graphite).

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