observability.fyi

Prometheus vs Elasticsearch (ELK)

A detailed comparison of two leading observability platforms.

Pr

Prometheus

Open-source monitoring and alerting toolkit

8.9/10
El

Elasticsearch (ELK)

Distributed search and analytics engine

8.8/10
Overview

Who is each tool for?

Pr

Prometheus

Teams wanting powerful open-source metrics monitoring with PromQL

El

Elasticsearch (ELK)

Organizations needing powerful full-text search and log analytics

Analysis

Pros and Cons

Pr

Prometheus

Pros

  • Powerful PromQL query language
  • Excellent Kubernetes integration
  • Active open-source community
  • Pull-based model is firewall-friendly

Cons

  • Limited long-term storage by default
  • No built-in dashboards (needs Grafana)
  • High cardinality can be challenging
Full review
El

Elasticsearch (ELK)

Pros

  • Powerful full-text search
  • Highly scalable architecture
  • Rich ecosystem (ELK Stack)
  • Flexible schema and queries

Cons

  • Resource-intensive operation
  • Complex cluster management
  • Licensing changes caused concerns
Full review
Ratings

Feature Comparison

Feature
Pr
Prometheus
El
Elasticsearch (ELK)
APM
5
6
Log Management
3
9.5
Infrastructure Monitoring
9
7.5
Alerting
8.5
7.5
Integrations
8.5
8.5
Ease of Use
7
6.5
Support
7
8
Value for Money
10
8
Overall Score
8.9
8.8
Investment

Pricing

Pr

Prometheus

Free / Open Source

Pricing varies by data volume and features. Contact Prometheus for a custom quote.

El

Elasticsearch (ELK)

Free / Cloud from $95/mo

Pricing varies by data volume and features. Contact Elasticsearch (ELK) for a custom quote.

Conclusion

Our Verdict

Both Prometheus and Elasticsearch (ELK) are excellent observability platforms. Prometheus edges ahead with a score of 8.9/10, particularly excelling in Infrastructure Monitoring and Alerting.