OSI-licensed only · self-hostable

Open-Source Graylog Alternatives (2026)

Graylog collects, indexes and searches logs, with streams, alerts and dashboards on top. Its source is public, but the Graylog repository carries the Server Side Public License (SSPL), which the Open Source Initiative does not recognise as open source. Teams that need an OSI licence for policy or procurement reasons have several options.

Every project below is under an OSI-approved licence (AGPL-3.0, Apache-2.0, MIT), checked against its repository. Some of them are log-first and some cover logs, metrics and traces together, so pick by how much of the observability stack you want in one tool.

Licences checked against each repository on November 7, 2026.

What you're replacing

  • •Central log ingestion from servers and apps
  • •Full-text search and filtered streams
  • •Dashboards and alerting on log events
  • •Retention and storage control on your own infrastructure

At a glance

ToolBest forLicenceRuns as
Grafana LokiCost-efficient log aggregation next to GrafanaAGPL-3.0Docker
OpenObserveLogs, metrics and traces in one binaryAGPL-3.0Docker
VictoriaLogsFast, low-resource log storageApache-2.0Server
SigNozOpenTelemetry-native logs, metrics and tracesMITDocker
ParseableLog analytics on object storageAGPL-3.0Docker
HyperDXSearch logs, traces and session replays togetherMITDocker
OpenSearchElasticsearch-style search and analytics engineApache-2.0Server

1. Grafana Loki

AGPL-3.0

Best for: Cost-efficient log aggregation next to Grafana

A horizontally scalable log aggregation system inspired by Prometheus. It indexes labels rather than the full text of logs and is queried with LogQL, usually through Grafana.

Strengths

  • + Label-based indexing keeps storage lean
  • + Works natively with Grafana dashboards
  • + Scales from a single binary to a distributed setup

Trade-offs

  • − Full-text search is less central than in Graylog
  • − Needs Grafana or similar for the UI

2. OpenObserve

AGPL-3.0

Best for: Logs, metrics and traces in one binary

An observability platform covering logs, metrics, traces and frontend monitoring, designed to run as a single binary with object storage.

Strengths

  • + One tool for several signal types
  • + Simple single-binary deployment
  • + SQL-style querying

Trade-offs

  • − Younger project than Graylog
  • − Some features may differ between editions

3. VictoriaLogs

Apache-2.0

Best for: Fast, low-resource log storage

A log database from the VictoriaMetrics team, with its own query language and support for common ingestion protocols. Runs as a single executable.

Strengths

  • + Single executable, low resource use
  • + Permissive Apache-2.0
  • + Pairs with VictoriaMetrics

Trade-offs

  • − Query language differs from Graylog's
  • − Fewer built-in alerting workflows

4. SigNoz

MIT

Best for: OpenTelemetry-native logs, metrics and traces

An open-source observability platform built on OpenTelemetry that unifies logs, metrics and traces in one application. Core code is MIT; the ee/ directory is under a separate licence.

Strengths

  • + OpenTelemetry-native ingestion
  • + One UI for all three signals
  • + Docker-based install

Trade-offs

  • − Enterprise directory is not open source
  • − Heavier stack than a log-only tool

5. Parseable

AGPL-3.0

Best for: Log analytics on object storage

A log analytics platform written in Rust that stores data in object storage and offers SQL querying and a web console.

Strengths

  • + SQL queries over logs
  • + Object-storage backed
  • + Lightweight Rust binary

Trade-offs

  • − Smaller ecosystem and fewer integrations
  • − AGPL terms apply to modified network services

6. HyperDX

MIT

Best for: Search logs, traces and session replays together

An observability platform that brings logs, traces, metrics and session replay together, with a search UI aimed at debugging.

Strengths

  • + Unified search across signals
  • + MIT licence
  • + Docker deployment

Trade-offs

  • − Built around ClickHouse, which you must operate
  • − Alerting and access controls are lighter than mature SIEMs

7. OpenSearch

Apache-2.0

Best for: Elasticsearch-style search and analytics engine

A community-driven search and analytics suite. Paired with OpenSearch Dashboards and a log shipper, it forms a familiar ELK-style logging stack.

Strengths

  • + Permissive Apache-2.0
  • + Full-text search at scale
  • + Large ecosystem of ingest tools

Trade-offs

  • − You assemble the logging pipeline yourself
  • − Cluster tuning takes experience

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How to choose

If you need…Start with
Logs alongside Grafana dashboardsGrafana Loki
All-in-one for logs, metrics and tracesOpenObserve or SigNoz
Lowest resource useVictoriaLogs
SQL on object storageParseable
Debugging with session replayHyperDX
ELK-style full-text searchOpenSearch

Often called open source, but aren't

Public source code, but under licences the Open Source Initiative doesn't approve. Fine to use; read the terms first.

  • Graylog (SSPL)

    Source code is public and free to run, but the Server Side Public License is not OSI-approved, so Graylog itself does not qualify as open source.

Open-source Graylog alternatives: FAQ

Quick answers to common questions

Is Graylog open source?

The Graylog server repository is licensed under the Server Side Public License, which the OSI does not approve. The code is public, but it is not open source by the OSI definition.

What is the closest open-source alternative to Graylog?

For ELK-style full-text search, OpenSearch plus a dashboard is the nearest match. For a lighter log-first tool, Loki and VictoriaLogs are popular.

Can I keep using Graylog for internal use?

The SSPL's restrictions apply mainly to offering the software as a service. Check the licence and your legal team's policy, since many organisations require an OSI licence regardless.

Do these tools support alerts?

Several do, such as Loki through Grafana alerting and OpenObserve and SigNoz built in, but features and depth differ. Check each project's docs for your use case.

Will I need to rewrite my log shipping?

Often not. Many accept syslog, OpenTelemetry or common shippers, but supported protocols vary by project, so test ingestion before migrating.

Maintain an open-source Graylog alternative?

List it on TechLogHub and we'll review it for this page.

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