RudderStack vs Umami
| Tagline | Open-source customer data platform to collect, route, and transform event data | Simple, fast, privacy-focused web analytics in a single lightweight dashboard |
| Category | Product & Web Analytics | Product & Web Analytics |
| Replaces | Google Analytics, Mixpanel, Amplitude | Google Analytics |
| GitHub stars | 4.4k | 37k |
| Language | Docker | TypeScript |
| License | Elastic-2.0 | MIT |
| Self-host difficulty | 3/5 Moderate | 3/5 Moderate |
| Deploy options | Docker Docker Compose Kubernetes | One-Click Docker Docker Compose Manual |
| Managed hosting | ||
| Last updated | today | yesterday |
| View repo | View repo |
Where each falls short
The honest trade-offs — what you give up with each, versus the proprietary tools they replace.
RudderStack
- Elastic-2.0 license prohibits offering RudderStack as a managed service to third parties
- The self-hosted control plane UI is limited; some advanced audience and reverse-ETL features require cloud tier
- Requires Postgres + message queue to be provisioned and managed separately
- Documentation for self-hosting advanced features (transformations, live events debugger) is sparse
Umami
- Deliberately minimal: no heatmaps, session replay, or deep product-analytics like funnels/retention found in Mixpanel/Amplitude.
- Event/custom-property analytics are basic compared to dedicated product-analytics tools.
- No built-in alerting or anomaly detection.
Bottom line
Both are a similar lift to self-host; choose Umami for the larger community and ecosystem. RudderStack has seen more recent development. Open each guide below for deploy steps and the full feature gap.
RudderStack
Open-source customer data platform to collect, route, and transform event data
Umami
Simple, fast, privacy-focused web analytics in a single lightweight dashboard