Open Source Alternatives
Managed observability stack by Grafana Labs.
Grafana Cloud is a trademark of its respective owner.
Updated May 2026
Grafana Cloud has the lowest lock-in of any observability platform because every component is open source. Grafana, Prometheus, Loki, and Tempo all self-host with Docker or Helm. Your dashboards export as JSON and import directly. The migration is purely operational: you're taking on the infrastructure burden of running these services yourself. Solo devs can self-host in a few hours. Teams need to plan for high-availability Prometheus, log retention in Loki, and trace storage in Tempo. The hidden cost is scale: Grafana Cloud handles the operational complexity of running these at scale, and that expertise takes time to develop in-house.
| Grafana | Prometheus | |
|---|---|---|
| Overlap | 85% | 80% |
| Migration | moderate | moderate |
| License | GNU Affero General Public License v3.0 | Apache License 2.0 |
| Best for | Small teams | Small teams |
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Open observability and data visualization platform
Grafana connects to everything and makes the data useful. It doesn't store data itself.
Monitoring system and time series database
Prometheus collects metrics from your infrastructure and applications, stores them as time series, and lets you query and alert on them before your users notice things are broken. It's the monitoring standard: when someone says "metrics" in a cloud-native context, they mean Prometheus.
Grafana Cloud is a platform. It bundles multiple capabilities into one subscription. These tools each cover one piece. Teams often assemble 2–3 of them instead of paying for the full suite.