Resources

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. 1

    Plausible Analytics

    beginnerhigh

    Open-source, lightweight (<1KB) alternative to Google Analytics. It avoids cookies and is fully GDPR, CCPA, and PECR compliant by default.

  2. 2

    Fathom Analytics

    beginnerstandard

    Privacy-centric tool focusing on high-traffic performance. It uses a custom domain feature to bypass ad-blockers effectively.

  3. 3

    Simple Analytics

    beginnerstandard

    A clean, no-cookie analytics tool that provides a 'bypass ad-blockers' script and a simple JSON API for data export.

  4. 4

    Pirsch Analytics

    intermediatemedium

    A powerful, server-side focused analytics tool that integrates directly via SDKs for Go, PHP, and Python, or a standard JS snippet.

  5. 5

    Cloudflare Web Analytics

    beginnerhigh

    Privacy-first analytics that doesn't use any client-side state like cookies or localStorage. Free for all Cloudflare users.

  6. 6

    Microanalytics.io

    beginnerstandard

    A minimalist analytics tool built in the EU. Focuses on speed and zero tracking of personal data.

  7. 7

    Panelbear

    beginnermedium

    Real-time analytics with a focus on performance monitoring and automated alerts for traffic spikes or drops.

  8. 8

    Tinybird

    advancedhigh

    An analytics platform for developers to build real-time data products at scale using SQL on top of event streams.

  9. 9

    Wide Angle Analytics

    intermediatemedium

    Strictly GDPR-compliant B2B analytics with support for custom event tracking and complex domain filtering.

  10. 10

    GoatCounter

    beginnerstandard

    Open-source web analytics platform available as a hosted service or self-hosted binary. No tracking of personal data.

Self-Hosted and Infrastructure Solutions

  1. 1

    Umami

    intermediatehigh

    A simple, fast, privacy-focused alternative to Google Analytics. Written in Node.js and uses Prisma for database flexibility (PostgreSQL/MySQL).

  2. 2

    Matomo (On-Premise)

    advancedhigh

    The most feature-complete open-source analytics platform. Provides full data ownership and extensive plugin ecosystem.

  3. 3

    Ackee

    intermediatemedium

    Node.js based analytics tool that provides a GraphQL API to interact with your data. Ideal for headless CMS setups.

  4. 4

    PostHog (Self-Hosted)

    advancedhigh

    An all-in-one product suite including event tracking, session recording, and feature flags. Best deployed via Docker or Kubernetes.

  5. 5

    Shynet

    intermediatemedium

    A modern, privacy-friendly, and detailed web analytics tool that doesn't use cookies or JS tracking pixels (it uses a 1x1 GIF).

  6. 6

    Offen Fair Web Analytics

    intermediatestandard

    An open-source analytics tool that treats users as equal partners by giving them access to their own data.

  7. 7

    ClickHouse

    advancedhigh

    The column-oriented DBMS used by Plausible and PostHog. Essential for developers building custom high-scale analytics engines.

  8. 8

    Snowplow Open Source

    advancedhigh

    Enterprise-grade event data collection platform. Allows for complex pipeline customization and data lake integration.

  9. 9

    RudderStack

    advancedhigh

    Open-source Customer Data Platform (CDP). Use it to route event data from your app to multiple analytics destinations.

  10. 10

    Metabase

    intermediatehigh

    Connect Metabase to your self-hosted analytics database (PostgreSQL/ClickHouse) to create custom dashboards and BI reports.

Product Analytics and Implementation Patterns

  1. 1

    Mixpanel JQL

    advancedmedium

    Use Javascript Query Language (JQL) within Mixpanel to perform complex analysis on raw event data that standard UIs cannot handle.

  2. 2

    Amplitude Browser SDK

    intermediatehigh

    Implement robust product analytics with built-in support for identity management and cross-device tracking.

  3. 3

    Vercel Web Analytics

    beginnermedium

    Zero-config analytics for Next.js applications. It tracks core web vitals and basic traffic metrics automatically.

  4. 4

    Segment Analytics.js

    intermediatehigh

    The industry standard for decoupling your application code from specific analytics vendors. Write once, route everywhere.

  5. 5

    GA4 Measurement Protocol

    intermediatemedium

    Bypass client-side limitations by sending event data directly from your server to Google Analytics 4 via REST API.

  6. 6

    PostHog Feature Flags

    intermediatehigh

    Integrate analytics with deployment. Track how specific features impact user behavior using built-in flags and cohorts.

  7. 7

    Supabase pg_analytics

    intermediatemedium

    Leverage Postgres-native analytics extensions to track user interactions directly within your application database.

  8. 8

    Proxying Scripts with Next.js Rewrites

    intermediatehigh

    Configure 'next.config.js' to proxy analytics scripts through your own domain to improve data accuracy and bypass blockers.

  9. 9

    A/B Testing with Middleware

    advancedhigh

    Use Edge Middleware (Vercel/Cloudflare) to bucket users and send variant IDs to your analytics provider without layout shift.

  10. 10

    Custom Event Schema Validation

    intermediatestandard

    Use JSON Schema or TypeScript interfaces to validate event payloads before sending them to your analytics pipeline.