Analytics
Product Analytics
Product analytics, event tracking, funnels, and behavioral analysis.
Best Product Analytics tools by public signals
These picks are computed from scored public evidence. Use the openness column in the ranking to separate OSI-approved, source-available, open-core, proprietary, and unverified-license tools.
Use Case Rankings
Ordered by ToolVitals score, health, shipping, confidence, and then adoption as a tie-breaker.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | PostHog Open-source product analytics | 96 | 100 | Open core | 37.4k | 98 | Active |
| 02 | Countly Countly is a privacy-first, AI-powered analytics and engagement platform for understanding and optimizing customer journeys across digital applications, from desktop and mobile to IoT and connected environments. | 88 | 93 | License unknown | 5.9k | 93 | Active |
| 03 | LiteMetrics Open-source analytics SDK and dashboard layer for products. | 57 | 49 | OSI-approved OSS | 4 | 65 | Warning |
| 04 | Vemetric Web and product analytics platform. | 69 | 11 | OSI-approved OSS | 358 | 58 | Warning |
| 05 | Cially 🪼Cially is a powerful, open-source dashboard designed to provide in-depth insights, real-time analytics, and detailed statistics for your Discord server. Monitor member activity, track engagement trends, and make data-driven decisions with ease. | 51 | 30 | License unknown | 216 | 54 | Warning |
| 06 | Snowplow The leader in Customer Data Infrastructure | 49 | 24 | OSI-approved OSS | 7k | 53 | Critical |
| 07 | Trench 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. | 32 | 0 | OSI-approved OSS | 1.6k | 36 | Critical |
| 08 | Evntaly Open-source event analytics platform for tracking users, sessions, and product events. | 33 | 0 | OSI-approved OSS | 8 | 35 | Critical |
| 09 | Featuredrop Open-source product adoption toolkit. Smart feature announcements, tours, checklists, feedback — with a client-side behavioral engine. 3 kB core. React, Vue, Svelte, Next.js, Remix, Astro + more. | 27 | 4 | OSI-approved OSS | 12 | 34 | Critical |
| 10 | Swishjam Customer data and product analytics platform for B2B SaaS. | 28 | 0 | OSI-approved OSS | 177 | 32 | Critical |
| 11 | Objectiv Product analytics infrastructure. | 22 | 0 | License unknown | — | 29 | Critical |
| 12 | TrakrLog Open-source, self-hosted platform for game and SaaS developers to track events and receive real-time push notifications. | 23 | 0 | OSI-approved OSS | 5 | 28 | Critical |
Evidence Watch
Tracked tools with useful public signals but no verdict score yet.
Aptabase
✨ Open Source, Privacy-First and Simple Analytics for Mobile, Desktop and Web Apps
100 confidencebklit
Open-source analytics SaaS.
94 confidencefugu
Self-hostable product analytics platform.
68 confidenceMetarank
Machine learning platform for ranking and personalization.
57 confidenceOpenPanel
OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting.
79 confidenceOpenReplay
Session replay, cobrowsing and product analytics you can self-host. Best for reproducing issues and iterating on your product.
100 confidenceOperational
Operational - open-source tool to track important events and receive push notifications on your device.
100 confidenceReporter Engine
Real-time test reporting and analytics platform for automated testing workflows.
80 confidenceUmami
Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude.
100 confidenceWhoWhyWhen
Open-source analytics platform for understanding API usage.
71 confidence