Telegraf

Telegraf

Telegraf is an open-source server agent that collects, processes, aggregates, and writes metrics. It can collect metrics from a wide range of input plugins including statsd, Elasticsearch, MySQL, and more. Telegraf is useful for monitoring systems and applications.
Telegraf image
metrics monitoring timeseries

Telegraf: Open-Source Server Agent for Metrics Collection

Collects, processes, aggregates, and writes metrics from various input plugins including statsd, Elasticsearch, MySQL, and more, useful for monitoring systems and applications.

What is Telegraf?

Telegraf is an open source server agent written in Go for collecting, processing, aggregating, and writing metrics. Telegraf can be used to collect and report on metrics, events, and logs from databases, systems, and IoT devices. It also has an extensive library of plugins enabling it to collect metrics from a wide range of data inputs including:

  • StatsD and StatsD compatible endpoints
  • Elasticsearch
  • MySQL
  • PostgreSQL
  • MongoDB
  • Redis
  • Webservers like Nginx
  • System metrics like disk usage, CPU usage, memory usage, etc.
  • IoT devices and sensor data

Key capabilities and uses of Telegraf include:

  • Monitoring infrastructure and application performance
  • Aggregating metrics from various sources and standardizing formats
  • Sending metrics to databases like InfluxDB and time series databases
  • Integrating with data visualization and monitoring tools like Grafana
  • Building full observability pipelines when combined with other tools like InfluxDB and Grafana

As a plugin-driven agent written in Go, Telegraf is highly extensible, lightweight, and ideal for large scale metric collection and processing.

Telegraf Features

Features

  1. Plugin-driven data collection
  2. Built-in plugins for common data sources like CPU, memory, disk, network, etc
  3. Flexible output plugin system allows sending data to a variety of destinations
  4. Aggregation of metrics for performance optimization
  5. Data collection interval can be customized
  6. Highly extensible and customizable

Pricing

  • Open Source

Pros

Open source and free

Large plugin ecosystem

Easy to get up and running

Lightweight and efficient

Great community support

Cons

Can be complex to configure for advanced use cases

Not as feature rich as some commercial alternatives

Limited native visualization and dashboarding capabilities


The Best Telegraf Alternatives

Top Network & Admin and Monitoring and other similar apps like Telegraf


Fluentd icon

Fluentd

Fluentd is an open source data collector designed for processing data streams. It works by having input plugins that collect data from various sources, processing plugins that transform the data, and output plugins that send the data to various destinations.Some key features of Fluentd include:Unified logging layer - It allows...
Fluentd image
Logstash icon

Logstash

Logstash is an open source, server-side data processing pipeline that ingests data from a multitude of sources simultaneously, transforms it, and then sends it to your favorite "stash."It is typically used as part of the ELK stack (Elasticsearch, Logstash, Kibana) for logging use cases. Logstash ingest data from various input...
Logstash image
Fluent Bit icon

Fluent Bit

Fluent Bit is an open source log processor and forwarder designed to be lightweight, flexible and fast for collecting, parsing and routing logs from different sources. Some key features of Fluent Bit include:Lightweight with no external dependencies, runs on Linux, macOS, Windows and embedded systems like Raspberry Pi.Real-time log processing...
Fluent Bit image
Vector by Datadog icon

Vector by Datadog

Vector by Datadog is an open source observability data pipeline that ingests metrics, logs and traces to provide visibility into infrastructure and application performance. It is designed to address the challenge of collecting, transforming and routing high volumes of observability data from modern infrastructure.Some key capabilities and benefits of Vector...
Vector by Datadog image
Collectd icon

Collectd

collectd is an open source daemon that collects system performance statistics periodically and provides methods to store the values in a variety of ways. It supports collecting data from a broad range of subsystems like operating system metrics, logging daemons, network load and more.Some key features of collectd include:Written in...
Collectd image
StatsD icon

StatsD

StatsD is a network daemon for statistics aggregation and metric tracking. It listens for metrics over UDP or TCP, aggregates the metrics in memory, and periodically flushes them to a backend service like Graphite or InfluxDB.Some key features of StatsD:Metrics aggregation - StatsD aggregates similar metrics to reduce load on...
StatsD image
HostedMetrics icon

HostedMetrics

HostedMetrics is a user-friendly web analytics platform designed for businesses who want powerful yet intuitive analytics. As a hosted solution, there is no software to install or servers to maintain. HostedMetrics seamlessly integrates with your website to track every visitor interaction, then transforms that raw data into beautifully visualized reports...
HostedMetrics image
Snap-telemetry icon

Snap-telemetry

Snap Telemetry is an open-source telemetry framework designed for collecting metrics and data from systems and applications to give observability into their performance and health. It is developed by Snap Inc as part of their open-source initiatives.Some key capabilities and features of Snap Telemetry include:Supports ingesting metrics, events, logs and...
Snap-telemetry image