100 Web Analytics resources for developers
Modern web analytics for developers has shifted from generic pageview tracking to privacy-first, event-driven architectures. This resource provides a curated list of tools and implementation strategies for developers looking to balance data utility with user privacy and regulatory compliance.
Privacy-First and Lightweight Analytics Tools
- 1
Plausible Analytics
beginnerhighOpen-source, lightweight (<1KB) alternative to Google Analytics. It avoids cookies and is fully GDPR, CCPA, and PECR compliant by default.
- 2
Fathom Analytics
beginnerstandardPrivacy-centric tool focusing on high-traffic performance. It uses a custom domain feature to bypass ad-blockers effectively.
- 3
Simple Analytics
beginnerstandardA clean, no-cookie analytics tool that provides a 'bypass ad-blockers' script and a simple JSON API for data export.
- 4
Pirsch Analytics
intermediatemediumA powerful, server-side focused analytics tool that integrates directly via SDKs for Go, PHP, and Python, or a standard JS snippet.
- 5
Cloudflare Web Analytics
beginnerhighPrivacy-first analytics that doesn't use any client-side state like cookies or localStorage. Free for all Cloudflare users.
- 6
Microanalytics.io
beginnerstandardA minimalist analytics tool built in the EU. Focuses on speed and zero tracking of personal data.
- 7
Panelbear
beginnermediumReal-time analytics with a focus on performance monitoring and automated alerts for traffic spikes or drops.
- 8
Tinybird
advancedhighAn analytics platform for developers to build real-time data products at scale using SQL on top of event streams.
- 9
Wide Angle Analytics
intermediatemediumStrictly GDPR-compliant B2B analytics with support for custom event tracking and complex domain filtering.
- 10
GoatCounter
beginnerstandardOpen-source web analytics platform available as a hosted service or self-hosted binary. No tracking of personal data.
Self-Hosted and Infrastructure Solutions
- 1
Umami
intermediatehighA simple, fast, privacy-focused alternative to Google Analytics. Written in Node.js and uses Prisma for database flexibility (PostgreSQL/MySQL).
- 2
Matomo (On-Premise)
advancedhighThe most feature-complete open-source analytics platform. Provides full data ownership and extensive plugin ecosystem.
- 3
Ackee
intermediatemediumNode.js based analytics tool that provides a GraphQL API to interact with your data. Ideal for headless CMS setups.
- 4
PostHog (Self-Hosted)
advancedhighAn all-in-one product suite including event tracking, session recording, and feature flags. Best deployed via Docker or Kubernetes.
- 5
Shynet
intermediatemediumA modern, privacy-friendly, and detailed web analytics tool that doesn't use cookies or JS tracking pixels (it uses a 1x1 GIF).
- 6
Offen Fair Web Analytics
intermediatestandardAn open-source analytics tool that treats users as equal partners by giving them access to their own data.
- 7
ClickHouse
advancedhighThe column-oriented DBMS used by Plausible and PostHog. Essential for developers building custom high-scale analytics engines.
- 8
Snowplow Open Source
advancedhighEnterprise-grade event data collection platform. Allows for complex pipeline customization and data lake integration.
- 9
RudderStack
advancedhighOpen-source Customer Data Platform (CDP). Use it to route event data from your app to multiple analytics destinations.
- 10
Metabase
intermediatehighConnect Metabase to your self-hosted analytics database (PostgreSQL/ClickHouse) to create custom dashboards and BI reports.
Product Analytics and Implementation Patterns
- 1
Mixpanel JQL
advancedmediumUse Javascript Query Language (JQL) within Mixpanel to perform complex analysis on raw event data that standard UIs cannot handle.
- 2
Amplitude Browser SDK
intermediatehighImplement robust product analytics with built-in support for identity management and cross-device tracking.
- 3
Vercel Web Analytics
beginnermediumZero-config analytics for Next.js applications. It tracks core web vitals and basic traffic metrics automatically.
- 4
Segment Analytics.js
intermediatehighThe industry standard for decoupling your application code from specific analytics vendors. Write once, route everywhere.
- 5
GA4 Measurement Protocol
intermediatemediumBypass client-side limitations by sending event data directly from your server to Google Analytics 4 via REST API.
- 6
PostHog Feature Flags
intermediatehighIntegrate analytics with deployment. Track how specific features impact user behavior using built-in flags and cohorts.
- 7
Supabase pg_analytics
intermediatemediumLeverage Postgres-native analytics extensions to track user interactions directly within your application database.
- 8
Proxying Scripts with Next.js Rewrites
intermediatehighConfigure 'next.config.js' to proxy analytics scripts through your own domain to improve data accuracy and bypass blockers.
- 9
A/B Testing with Middleware
advancedhighUse Edge Middleware (Vercel/Cloudflare) to bucket users and send variant IDs to your analytics provider without layout shift.
- 10
Custom Event Schema Validation
intermediatestandardUse JSON Schema or TypeScript interfaces to validate event payloads before sending them to your analytics pipeline.