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Prometheus vs Sentry

Prometheus and Sentry are both listed under Observability in the DevPages directory. This page puts the details we hold for each of them side by side.

It does not score them and does not pick a winner. Fields the catalog has no value for say “Not recorded” rather than being filled in with a guess.

Prometheus vs Sentry field by field

Prometheus, Sentry compared field by field. Values are taken from the DevPages catalog; fields we hold no value for read “Not recorded”.
CategoryObservabilityObservability
Pricing modelOpen SourceFreemium
Open sourceYesYes
GitHub stars66.9K45.7K
Key features
  • Multi-dimensional time series data model
  • PromQL query language
  • Pull-based metrics collection
  • Service discovery integration
  • Alerting with Alertmanager
  • Efficient storage and compression
  • Rich ecosystem of exporters
  • Grafana integration for visualization
  • Real-time error tracking and alerting
  • Performance monitoring and profiling
  • Release health and deployment tracking
  • Source map and stack trace analysis
  • Custom dashboards and metrics
  • Integration with development workflows
  • Team collaboration and issue assignment
  • Mobile and desktop crash reporting
Use cases
  • Infrastructure monitoring
  • Application performance monitoring
  • Kubernetes cluster monitoring
  • Microservices observability
  • DevOps metrics collection
  • SRE and reliability engineering
  • Custom business metrics
  • Alert and incident management
  • Application error monitoring
  • Performance optimization
  • Release and deployment tracking
  • Developer productivity improvement
  • Customer experience monitoring
  • Bug prioritization and triage
  • Code quality improvement
  • Post-deployment monitoring
Integrations
  • Kubernetes
  • Docker
  • Grafana
  • Alertmanager
  • Jaeger
  • Node Exporter
  • React
  • Vue
  • Angular
  • Node.js
  • Python
  • Java
  • GitHub
  • Slack
Tags
  • metrics
  • time-series
  • monitoring
  • alerting
  • open-source
  • kubernetes
  • error-tracking
  • performance-monitoring
  • crash-reporting
  • debugging
  • real-time
Links

What each one is

Prometheus

Open-source monitoring system with time series database

Prometheus is an open-source systems monitoring and alerting toolkit originally built at SoundCloud. It collects and stores metrics as time series data, providing a multidimensional data model, flexible query language, and efficient storage.

Full Prometheus listing

Sentry

Application monitoring and error tracking platform

Sentry is an error tracking and performance monitoring platform that helps developers monitor and fix crashes in real time. It provides full visibility into your code's health, with rich context and actionable insights to help you identify and resolve issues quickly.

Full Sentry listing

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