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, then health, shipping, confidence, GitHub stars, and name.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | PostHog Open-source product analytics | 99 | 99 | Open core | 40.5k | 99 | Active |
| 02 | OpenPanel OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting. | 95 | 95 | OSI-approved OSS | 7.2k | 95 | Active |
| 03 | OpenReplay Session replay, cobrowsing and product analytics you can self-host. Best for reproducing issues and iterating on your product. | 93 | 89 | OSI-approved OSS | 13.1k | 91 | Active |
| 04 | Umami Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude. | 92 | 87 | OSI-approved OSS | 39.8k | 90 | Active |
| 05 | Vemetric Web and product analytics platform. | 83 | 77 | OSI-approved OSS | 394 | 81 | Active |
| 06 | Metarank Machine learning platform for ranking and personalization. | 81 | 79 | OSI-approved OSS | 2.5k | 81 | Active |
| 07 | Aptabase ✨ Open Source, Privacy-First and Simple Analytics for Mobile, Desktop and Web Apps | 80 | 67 | OSI-approved OSS | 1.9k | 74 | Active |
| 08 | LiteMetrics Open-source analytics SDK and dashboard layer for products. | 75 | 72 | OSI-approved OSS | 4 | 74 | Warning |
| 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. | 58 | 36 | OSI-approved OSS | 14 | 49 | Warning |
| 10 | Operational Operational - open-source tool to track important events and receive push notifications on your device. | 43 | 23 | OSI-approved OSS | 474 | 35 | Critical |
| 11 | Snowplow The leader in Customer Data Infrastructure | 45 | 17 | OSI-approved OSS | 7k | 34 | Critical |
Not Scored
Tracked for context, but excluded from rankings because comparable open/source-visible evidence is unavailable.
bklit
Open-source analytics SaaS.
Archived canonical repository is undergoing successor-lineage review.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.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.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.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Objectiv
Product analytics infrastructure.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.