Softwr

Log Management · head to head

ELK Stack vs Graylog

ELK Stack logo

ELK Stack

Log Management

Open Source Search and Log Analytics

From
Free
Rated
-
Full reviewWebsite
Graylog logo

Graylog

Log Management

Log Aggregation and Analysis Platform

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: ELK Stack the free Basic self managed subscription excludes machine learning, alerting, single sign on via SAML or OpenID Connect, LDAP and Active Directory authentication, field and document level security, searchable snapshots and cross cluster replication; Graylog graylog Enterprise starts at $15,000 per year and Graylog Security at $18,000 per year, priced by daily volume or annual consumption
  • They diverge on capability: ELK Stack covers Data visualization, Graylog covers Parsing and extraction.

Where they differ

Only the attributes on which ELK Stack and Graylog actually diverge.

Attributes where ELK Stack and Graylog differ
AttributeELK StackGraylog

Identical on both: starting price (Free), pricing model (open-source), free tier (Yes), platforms (Web, Api), user rating (Not yet rated), category (Log Management), founded (2011).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in ELK Stack

  • Data visualization
  • Time-series analytics

Only in Graylog

  • Parsing and extraction
  • Real-time analytics

Both cover

  • Full-text search
  • Log aggregation
  • API
  • Webhooks
  • REST
  • Web support
  • Api support

What people use each for

The jobs each tool is most often brought in to do.

ELK Stack

  • Centralised log search and analytics over Elasticsearchnot Graylog
  • Dashboards and visualisation of machine data in Kibananot Graylog
  • Self managing a search and observability cluster on your own hardwarenot Graylog

Graylog

  • Centralising and searching application and infrastructure logsnot ELK Stack
  • Running a SIEM with threat detection and investigation workflowsnot ELK Stack
  • Self-hosting log management without per-GB SaaS billingnot ELK Stack

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

ELK Stack

  • The free Basic self managed subscription excludes machine learning, alerting, single sign on via SAML or OpenID Connect, LDAP and Active Directory authentication, field and document level security, searchable snapshots and cross cluster replication
  • Cross cluster operations require the same subscription tier on every cluster involved
  • The 99.95 percent monthly uptime SLA applies only to the Platinum and Enterprise subscription tiers
  • Three deployment models are priced on three different bases: resource based for Cloud Hosted, usage based for Serverless and licence based on nodes and RAM for self managed
  • Elastic Cloud Serverless does not yet support traffic filtering, cross project search or bring your own key
  • The pricing page publishes no rate for any tier

Graylog

  • Graylog Enterprise starts at $15,000 per year and Graylog Security at $18,000 per year, priced by daily volume or annual consumption
  • Correlation engine, scheduled and custom reports, compliance reports and teams management are Enterprise-only
  • Data tiering across hot, warm and archive storage is an Enterprise feature, not available in Graylog Open
  • Graylog Open carries community support only; professional support requires a paid edition
  • UEBA anomaly detection, Sigma rules, MITRE ATT&CK alignment and SOAR automation are limited to Graylog Security

Pricing, plan by plan

ELK Stack

Free
  • FreeFree
    • Full-text search
    • Data visualization
    • Log aggregation

Graylog

Free
  • FreeFree
    • Log aggregation
    • Full-text search
    • Parsing and extraction

Which should you pick?

Choose ELK Stack if

  • You need data visualization.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want time-series analytics.
ELK Stack review

Choose Graylog if

  • You need parsing and extraction.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want real-time analytics.
Graylog review

Questions people ask

Is ELK Stack or Graylog better?
Neither clearly leads. ELK Stack starts at Free and Graylog at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ELK Stack or Graylog?
ELK Stack starts at Free and Graylog at Free.
Does ELK Stack or Graylog run on more platforms?
Both run on Web, Api, so platform support will not decide this one for you.
Can I use ELK Stack for free?
Both have a free tier, so you can try either at no cost before committing.
What is ELK Stack best used for?
ELK Stack is most often used for centralised log search and analytics over elasticsearch, dashboards and visualisation of machine data in kibana, self managing a search and observability cluster on your own hardware. Of those, centralised log search and analytics over elasticsearch and dashboards and visualisation of machine data in kibana are not what Graylog is typically brought in for.
What can ELK Stack do that Graylog cannot?
ELK Stack covers Data visualization, Time-series analytics. Graylog covers Parsing and extraction, Real-time analytics. Both handle Full-text search, Log aggregation, API, Webhooks.
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