Muon vs Amplitude
Amplitude is a mature product analytics SaaS. Muon is open-source, self-hosted intelligent product analytics with full control over data and deployment.
How does Muon compare to Amplitude?
Amplitude is a mature managed product analytics SaaS. Muon is built for teams that want open-source, self-hosted intelligent product analytics with control over data and deployment.
Choose Amplitude for a mature managed suite; choose Muon for self-hosting, data ownership, Kubernetes deployment and findings-first investigation.
A managed suite, or software you run yourself.
Both help you understand product behavior. The difference is who operates the platform and where your data lives.
Choose Amplitude if…
You want a mature, fully managed product analytics suite with a broad feature set, and you are comfortable with a SaaS-hosted model where the vendor operates the platform and stores your data.
Choose Muon if…
You want open-source, self-hosted intelligent product analytics with full data ownership and diagnoses you can run on your own infrastructure.
Muon vs Amplitude, capability by capability.
Where the two overlap, and where the models differ.
| Capability | Amplitude | Muon |
|---|---|---|
| Product analytics | Yes | Yes |
| Funnels & cohorts | Yes | Yes — funnels; cohorts planned |
| Open source | No | Yes |
| Self-host | No | Yes |
| Kubernetes deployment | No | Yes |
| Data ownership | SaaS-hosted | Customer-controlled |
| Browser health | Partial — varies | Built-in lite |
| Investigation engine | AI / query-oriented | Findings-first |
| Marketplace / on-prem path | Limited | Planned |
Your analytics data, in your own infrastructure.
With a SaaS platform, your event data lives in the vendor's cloud under their operational control. Muon inverts that: it is software you run yourself, so the data stays in your own PostgreSQL database and your own deployment.
Self-hosted by design
Deploy Muon with Docker Compose on a single box, or run it on Kubernetes and Helm across EKS, AKS or GKE. The platform runs where you decide, not where a vendor hosts it.
Customer-controlled data
Events land in a database you own. That makes residency, retention and access your call — useful for teams with compliance, sovereignty or air-gapped requirements. Open-source overview →
Muon Community ships the collection, findings and investigation engine in the open — self-hosting is the default, not an enterprise add-on.
Statistics first, explanation second.
Muon detects meaningful changes with deterministic statistical methods, then investigates where a change is concentrated before an LLM writes a sentence. Instead of starting from a blank query, you start from a plain-language Finding: what moved, who it hit, and the likely cause. How Findings work →
Questions, answered directly.
Is Muon a self-hosted Amplitude alternative?
Can I own my analytics data?
Does Muon run on Kubernetes?
Does Muon have funnels and cohorts?
Is Muon cheaper than Amplitude?
Run intelligent product analytics on your own terms.
Clone it, docker compose up, and keep your analytics data where you decide — with findings and investigation built in.