Grafana

Grafana

Open-source observability platform for metrics, logs, and traces

Features

  • Beautiful dashboards with 100+ data source plugins
  • Unified alerting across all data sources
  • Grafana Loki for log aggregation
  • Grafana Tempo for distributed tracing

Pros

  • Open-source with no vendor lock-in
  • Best visualization and dashboarding capabilities
  • Supports any data source through plugins

Cons

  • Requires assembling multiple tools (Prometheus, Loki, Tempo)
  • Self-hosting requires significant operational effort
  • Steeper learning curve than all-in-one platforms

Overview

Grafana is an open-source observability platform known for its powerful visualization and dashboarding capabilities. It connects to virtually any data source through its plugin system, supporting Prometheus, InfluxDB, Elasticsearch, PostgreSQL, CloudWatch, and 100+ others.

The Grafana ecosystem includes Grafana Loki (log aggregation designed to be cost-effective), Grafana Tempo (distributed tracing), Grafana Mimir (long-term metrics storage), and Grafana Alloy (telemetry collector). Together, they form the “LGTM stack” that provides a complete open-source observability solution.

Grafana Cloud offers a managed version with a generous free tier, eliminating the operational burden of self-hosting while maintaining the flexibility of the open-source tools.

When to Use

Choose Grafana when you want open-source observability without vendor lock-in, or when you need to visualize data from multiple heterogeneous sources. Grafana Cloud is an excellent cost-effective alternative to Datadog for smaller teams.

Getting Started

# Self-hosted
docker run -d -p 3000:3000 grafana/grafana

# Or use Grafana Cloud (free tier available at grafana.com)