Open Analytics vs Umami
Compare two premier open-source analytics platforms. See why engineering teams choose Open Analytics for integrated Web Vitals RUM, runtime error tracking, and AI bot visibility.
Open Analytics provides a complete observability layer beyond Umami's basic traffic counters.
Umami is a well-loved open-source web analytics project that makes self-hosting simple. However, Open Analytics takes the open-source philosophy further by unifying high-throughput web analytics with production Real User Monitoring (LCP, INP, CLS), frontend JavaScript error logging, and an AI crawler radar.
Architectural Philosophy
Understanding the core design decisions behind both platforms.
Unified Observability + Cookieless Telemetry
Open Analytics is an enterprise-grade open-source web analytics and observability platform. It is engineered with 3-tier domain isolation, high-throughput telemetry ingestion, automated 1-year retention purging, and unified performance monitoring.
Umami Analytics Ecosystem
Umami is an open-source, privacy-focused web analytics alternative built primarily around tracking pageviews, referral sources, operating systems, and custom event goals.
Head-to-Head Technical Matrix
Direct comparison of runtime footprint, data privacy, ingestion speed, and advanced diagnostics.
| Capability / Feature | Open Analytics | Umami Analytics |
|---|---|---|
| Web Analytics & Custom Events | Included with rich custom metadata | Included with event properties |
| Core Web Vitals Real User Monitoring | Native p75 LCP, INP, CLS, TTFB | Not supported |
| Frontend JavaScript Error Triage | Native uncaught exceptions & stack traces | Not supported |
| Rage Click & Behavioral Friction | Built-in detection (>=3 clicks in 500ms) | Not supported |
| Autonomous AI Search Bot Radar | Automated (SearchGPT, Claude, Perplexity) | Not supported |
| Data Retention Management | Automated 365-day TTL index & purge | Manual SQL maintenance required |
| Cloud & Self-Hosting | Free Cloud Starter + Free Self-Host | Paid Cloud + Free Self-Host |
No Consent Banners, Zero Fingerprinting
Open Analytics operates 100% cookielessly. Daily visitor signatures are hashed with a cryptographic salt that rotates every 24 hours. No IP addresses or personally identifiable information are written to disk.
Observability Integration
Open Analytics monitors Google Core Web Vitals directly out of the box. You see real-world performance distributions (Good, Needs Improvement, Poor) for LCP, INP, CLS, and TTFB segmented by device and page route.
When a client script fails, Open Analytics catches the error event, extracts the message and call stack, and aggregates it inside the dashboard for rapid diagnosis.
Next-Gen Bot & LLM Radar
Open Analytics identifies and separates traffic from artificial intelligence scrapers and search crawlers like SearchGPT, ClaudeBot, and PerplexityBot, helping you monitor how AI platforms ingest your site.
Pricing & Cost of Ownership
Compare infrastructure overhead and billing models.
Self-hosting is completely free under the Apache 2.0 license. Cloud hosting includes a Free Starter tier with high limits and affordable Pro plans for growing teams.
Umami self-hosting is free. Umami Cloud pricing starts at $9/mo for up to 100k events and scales with usage.
Choosing the Right Tool
Clear criteria to help your engineering team decide.
Choose Open Analytics if you need:
- Developers who need both traffic statistics and frontend performance (RUM) in one tool
- Teams building complex web apps who want to capture client-side JavaScript crashes
- Webmasters wanting automated AI search crawler intelligence
- Organizations wanting an open-source stack with built-in data retention management
Choose Umami Analytics if you:
- Users who strictly need a simple pageview counter with no performance diagnostics
- Developers whose infrastructure exclusively prefers PostgreSQL/Prisma over MongoDB
- Teams seeking the absolute minimal dashboard footprint
Migrate in Under 60 Seconds
No complex event rewriting required. Swap the script tag and deploy.
Add your domain in Open Analytics
Create a project in the Open Analytics dashboard and copy your tracking script tag.
Replace the Umami script tag
Swap out the script tag pointing to your Umami instance with the Open Analytics open.js beacon.
Unlock full observability
Instantly unlock visitor charts alongside Core Web Vitals, rage clicks, and error tracking.
Frequently Asked Questions
How does Open Analytics differ from Umami?
While both are open-source and privacy-friendly, Open Analytics extends standard web analytics with full frontend observability: Core Web Vitals RUM, JavaScript error monitoring, rage click detection, and an AI crawler radar.
Can I self-host Open Analytics on my own server?
Yes. Open Analytics is 100% open-source under Apache 2.0 and can be deployed to any Docker container or VPS running Node.js and MongoDB.
Does Open Analytics handle high-traffic websites?
Yes. Open Analytics uses an isolated 3-tier domain architecture with a dedicated ingestion endpoint (api.openanalytics.org.in), in-memory buffering, and automated 365-day TTL index purging to handle high telemetry volume reliably.
Compare With Other Analytics Platforms
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