Product Analytics

Alternatives to Operational

Compare healthier or more active tools in the same use case using ToolVitals public evidence.

View Operational profile View Product Analytics leaderboard

Why compare

Signals behind this alternatives page

Operational currently shows at least one risk or watch signal in ToolVitals data.
Commit and contributor signals indicate elevated maintenance risk.
Health score: 42/100.
Shipping score: 25/100.

Switching guide

Best alternatives by need

Best overallPostHog

Highest organic ToolVitals fit for this use case.

Healthier optionsPostHog, Umami, OpenReplay, OpenPanel

Stronger current public-health signal than Operational.

Verified open/source-visiblePostHog, Umami, OpenReplay, OpenPanel

Useful when portability and inspectability matter.

Trust note: Sponsors and affiliate links are separate from rankings. ToolVitals does not let monetization change scores, risk labels, organic ordering, or evidence display.

Ranked alternatives

Best-fit product analytics options

10 tools

PostHog

Open-source product analytics

Active

Health99

Shipping99

Score99

Confidence90

Stars39.8k

ModeSource-visible project

View profile Compare with Operational

Umami

Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude.

Active

Health94

Shipping90

Score93

Confidence90

Stars38.8k

ModeSource-visible project

View profile Compare with Operational

OpenReplay

Session replay, cobrowsing and product analytics you can self-host. Best for reproducing issues and iterating on your product.

Active

Health91

Shipping87

Score90

Confidence90

Stars12.8k

ModeSource-visible project

View profile Compare with Operational

OpenPanel

OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting.

Active

Health84

Shipping77

Score81

Confidence90

Stars7k

ModeSource-visible project

View profile Compare with Operational

Vemetric

Web and product analytics platform.

Active

Health77

Shipping65

Score73

Confidence90

Stars390

ModeSource-visible project

View profile Compare with Operational

LiteMetrics

Open-source analytics SDK and dashboard layer for products.

Active

Health75

Shipping68

Score72

Confidence90

Stars4

ModeLibrary / Framework

View profile Compare with Operational

Metarank

Machine learning platform for ranking and personalization.

Warning

Health71

Shipping56

Score65

Confidence90

Stars2.4k

ModeSource-visible project

View profile Compare with Operational

Aptabase

✨ Open Source, Privacy-First and Simple Analytics for Mobile, Desktop and Web Apps

Warning

Health57

Shipping24

Score44

Confidence90

Stars1.8k

ModeSource-visible project

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Snowplow

The leader in Customer Data Infrastructure

Critical

Health39

Shipping30

Score36

Confidence90

Stars7k

ModeSource-visible project

View profile Compare with Operational

Trench — Open-Source Analytics Infrastructure. A single production-ready Docker image built on ClickHouse, Kafka, and Node.js for tracking events. Easily build product analytics dashboards, LLM RAGs, observability platforms, or any other analytics product.

Critical

Health11

Shipping0

Score6

Confidence90

Stars1.7k

ModeSource-visible project

View profile Compare with Operational