Who is each tool for?
Prometheus
Teams wanting powerful open-source metrics monitoring with PromQL
Elasticsearch (ELK)
Organizations needing powerful full-text search and log analytics
Pros and Cons
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
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
Feature Comparison
Pricing
Prometheus
Free / Open Source
Pricing varies by data volume and features. Contact Prometheus for a custom quote.
Elasticsearch (ELK)
Free / Cloud from $95/mo
Pricing varies by data volume and features. Contact Elasticsearch (ELK) for a custom quote.
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.