Logstash icon

Logstash

Logstash is an open source data processing pipeline that ingests data from multiple sources, transforms it, and then sends it to a destination. It is used for collecting, parsing, and storing logs for future use.

What is 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 sources, executes different transformations and enhancements on the data, and then ships the data to various supported output destinations.

Some of the popular features and capabilities of Logstash include:

  • Ingests data from a multitude of inputs like files, databases, APIs, Kafka, S3 etc.
  • Transforms and structures data through filtering, decoding, geolocation etc.
  • Aggregates and stores important data for future retrieval and analysis.
  • Flexible pipeline configuration through a multitude of input, filter, and output plugins.
  • Ships processed data to various outputs e.g, Elasticsearch, external databases etc.
  • Idempotent support to prevent data loss and ensure stability.
  • Easy to scale horizontally to manage growth in data.

In summary, Logstash is a popular open source choice for ingesting data from multiple sources, processing it, transforming it, enriching it, and shipping it to various destinations for further analysis and visualization.

The Best Logstash Alternatives

Top Apps like Logstash

Graylog

Graylog is an open source log management and analysis platform optimized for high volumes of machine-generated data. It collects, indexes, and analyzes log messages, events, and other time-series data from various systems and applications.Some key features and capabilities of Graylog include:Real-time processing and analysis of log data as...

Sentry

Sentry is an open-source error monitoring system that helps developers monitor and fix crashes in real time. It provides full stacktraces and context on bugs or errors in web apps, mobile apps, games, and APIs.Some key features of Sentry include:Real-time error alerts - Sentry sends you alerts as...

Splunk

Splunk is a software platform that enables users to search, analyze, and visualize the data gathered from the infrastructure, systems, and applications of an organization. It captures, indexes, and correlates real-time data in a searchable repository from which it can generate graphs, reports, alerts, dashboards, and visualizations.Some key features...

Datadog

Datadog is a SaaS-based monitoring and analytics platform for cloud applications. It provides complete visibility into dynamic infrastructures by aggregating metrics, events, and logs from servers, containers, databases, tools, and services. This allows Dev and Ops teams to quickly solve performance problems, prove the root cause of software bugs, spot...

Wazuh

Wazuh is an open source security monitoring solution built on top of OSSEC. It provides threat detection, compliance, and data protection capabilities. Some of the key features of Wazuh include:Log analysis - Analyzes logs from applications, operating systems, and devices to detect suspicious activity, intrusions, policy violations etc.File...

Loggly

Loggly is a scalable log management and analytics platform designed for modern cloud-based applications and infrastructure. It allows developers, DevOps engineers, and IT operations teams to easily aggregate log data from servers, networks, applications, containers, and cloud services into a centralized cloud repository.Key capabilities and benefits of Loggly include...

Logsniffer

Logsniffer is a useful open source web log analyzer software that helps website owners, developers and administrators visualize and monitor traffic coming to their sites. It works by processing standard web server log files like Apache and Nginx access logs and transforming the data into insightful statistics and charts.Some...

Nagios Log Server

Nagios Log Server is an open-source solution for log monitoring, analysis and alerting. It is designed to address the growing need for centralized log data and event monitoring in IT environments.Key features and capabilities include:Real-time log data aggregation from multiple sources like files, databases, network devices and morePowerful...

Prometheus

Prometheus is an open source monitoring and alerting system optimized for containerized environments like Kubernetes. It provides real-time visibility into applications, infrastructure, and services running in an environment.Prometheus works by scraping and storing time series data from various systems and services. It collects metrics from targets using either a...

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...

Bugfender

Bugfender is a robust mobile application debugging and logging platform designed specifically for mobile app developers. It allows developers to log messages, errors, warnings, crashes, and other debugging information from their iOS, Android, cross-platform, and Unity apps.Some key features and benefits of Bugfender include:Real-time logging - Logs from...

Papertrail

Papertrail is a cloud-based log management and analysis platform designed for infrastructure monitoring, application troubleshooting, and compliance reporting. It aggregates log data in real-time from servers, clouds, containers, and applications into a centralized, searchable web archive.Key features of Papertrail include:Real-time log streaming - Logs are streamed to Papertrail...

Kibana

Kibana is an open source analytics and visualization platform designed to operate on top of Elasticsearch. Kibana provides search and data visualization capabilities for data indexed in Elasticsearch clusters. Some of the key capabilities and features of Kibana include:Interactive dashboards - Kibana allows users to create rich, interactive dashboards...

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 -...

Humio

Humio is a log management and observability platform optimized for high-volume log data. It provides real-time log aggregation from various data sources, flexible querying using a SQL-like query language, and data visualization through dashboards and graphs.Key features of Humio include:Real-time ingestion and indexing of log data at high...

Better Stack Logs

Better Stack Logs is a robust logging and monitoring platform designed for software developers and IT operations teams. It aggregates application and system logs from multiple sources across an infrastructure into a unified dashboard with powerful search and filtering capabilities.Key features include:Collect logs from virtually any source -...

Rsyslog

Rsyslog is an open-source software utility used on Linux and Unix systems for system logging and log management. It provides a standard syslog protocol implementation for logging program messages, and offers reliable solutions for log collection, filtering, storage and analysis.Some key features of rsyslog include:Accepts messages over TCP...

SenseLogs

SenseLogs is a user research and feedback platform designed to help product teams better understand user needs and pain points. The software provides an end-to-end solution for planning, conducting, and analyzing qualitative user research.Key features of SenseLogs include:Recruiting - Integrates with panel providers to recruit target users that...

Logentries

Logentries is a cloud-based log management service that provides log aggregation, real-time log analysis and visualization, intelligent alerting, and log archive search. Some key features include:Real-time streaming of log data from servers, cloud platforms, networks, web apps, mobile apps etc.Powerful analytics to visualize trends, statistics, frequences etc. in...

Sawmill

Sawmill is a powerful log analysis and reporting platform for IT administrators and developers. It collects log data from multiple sources across your infrastructure and applies intelligent parsing to extract meaningful information.With customizable dashboards and reports, Sawmill gives you visibility into application usage, user behavior, security threats, and more...

Syslog-ng Store Box

Syslog-ng Store Box (SSB) is an open-source log management and analysis solution developed by Balabit. It is designed to collect, process, store, search, and visualize high-volume log data from various sources.Some key capabilities and features of SSB include:High performance log collection over TCP, UDP, SNMP, and Apache KafkaDisk-based...

Logz.io

logz.io is a cloud-native log management and analytics platform designed for modern cloud-based architectures. It offers the following key capabilities:Real-time log analysis - logz.io ingests and indexes log data from any source in real-time, allowing you to search and analyze log data on-the-fly.Intelligent alerting - Configure...

Timber

Timber is an open source WordPress plugin created by Upstatement that allows developers to build WordPress themes using the Twig PHP templating engine. It serves as a templating framework that integrates Twig into WordPress themes for a cleaner, more sustainable code base.Some of the key benefits of using Timber...

Scalyr

Scalyr is a log management and observability platform designed for monitoring, troubleshooting, and securing cloud-native infrastructure and applications. Key capabilities and features include:Real-time log, metric, and event collection from servers, containers, services, and applicationsPowerful search and filtering for rapid troubleshooting and forensic analysisCustomizable dashboards and alerts for proactive monitoringAutomatic...

Gravwell

Gravwell is an open source log analytics and security monitoring platform designed specifically for high-performance log collection, indexing, and search across massive datasets. It ingests logs, network traffic, and other machine-generated data at very high speeds and provides real-time search and analytics capabilities.Some key features and capabilities of Gravwell...

Motadata

Motadata is a flexible business intelligence and analytics solution designed to empower users throughout an organization to make data-driven decisions. Through an easy-to-use, no-code interface, Motadata makes it simple to connect various data sources, automatically model data for analysis, and create interactive reports and dashboards to gain insights.Key features...

Moesif

Moesif is an API analytics and monitoring platform designed to help companies understand user behavior and identify issues quickly. It captures comprehensive metadata, logs and monitors API traffic between applications, services, and users to provide deep insights into usage, errors, demographics and more.Key features of Moesif include:Automatic API...

LogLogic

LogLogic is a comprehensive log management and analytics platform designed for enterprises. It collects and aggregates log data from across an organization's entire IT infrastructure including servers, networks, security devices, operating systems and applications. Key capabilities of LogLogic include:Real-time log monitoring and analysis to detect anomalies and threatsInteractive search...

SpectX

SpectX is a free, open-source software designed for real-time audio spectral analysis and visualization. It allows users to visualize a spectrogram - a visual representation of the spectrum of frequencies - in real-time as audio is played. Some of the key features of SpectX include:Real-time spectrogram generation from any...

Logscape

Logscape is a log management and analytics platform designed to help IT teams aggregate, analyze, and visualize machine data from across their infrastructure and applications. Some key capabilities and benefits of Logscape include:Real-time log aggregation from physical servers, virtual machines, cloud platforms, containers, network devices, and more using lightweight...

Logmatic.io

Logmatic.io is a cloud-based log management and analytics platform designed for developers and IT teams. It provides the ability to aggregate logs and events from across an infrastructure into a single location for analysis and troubleshooting.Key features of Logmatic.io include:Real-time streaming of logs and events using...

CloudPelican

CloudPelican is a innovative cloud-based document management and file sharing service designed to help teams collaborate and share files easily and securely. Here are some key capabilities of CloudPelican:Cloud-based storage - Store all your business documents, images, videos and more in the cloud. Access them from anywhere on any...

OTUS SIEM

OTUS SIEM is a security information and event management platform purpose-built for enterprises that need to manage IT infrastructure at scale. It collects log and event data from across an organization's networks, endpoints, cloud services, and other systems.Powerful analytics help OTUS SIEM detect advanced threats and zero-day attacks while...

XpoLog

XpoLog is a comprehensive cloud-based logistics management software designed for shippers, third-party logistics providers (3PLs), freight brokers, and carriers. It features robust transportation management, warehouse management, order management, and inventory management tools to help streamline operations.Key capabilities and benefits of XpoLog include:Transportation management - automates planning, execution, tracking...

SureLog

SureLog is an open-source tool for analyzing and verifying Verilog and SystemVerilog code. It provides several key capabilities:Linting - SureLog can check code for compliance with coding style guidelines, usage of deprecated language features, potential syntax errors, and other common issues.Semantic checks - It understands the semantics of...

Loom Systems

Loom Systems is an AI-powered IT operations (AIOps) platform designed to help enterprises monitor, analyze, and optimize their IT environments. The software uses machine learning and predictive analytics to provide actionable insights across infrastructure and applications.Key capabilities and benefits of Loom Systems include:Intelligent monitoring and alerting - Automatically...

RST Cloud

RST Cloud is a cloud-based document creation, collaboration, and publishing platform used by organizations to streamline the creation and distribution of business documents. It provides real-time co-authoring capabilities so multiple people can work on documents simultaneously from any device.Key features of RST Cloud include:Intuitive WYSIWYG editor for creating...

S4NITY

S4NITY is an open-source cybersecurity platform designed to provide greater network visibility, speed up threat detection and incident response, and simplify security operations. It ingests data from multiple sources across the IT environment and correlates events to spot risks and anomalies.Key capabilities include:Network traffic analysis - Inspects...

Devo

Devo is a scalable and cloud-native security analytics platform that enables organizations to make faster and better informed security decisions. It allows you to analyze all your machine data from across your hybrid IT infrastructure, including logs, networks, endpoints, Cloud services, IoT devices, applications, and more.Key capabilities and benefits...