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10 tools scored · 7 dimensions
Analytics tools track who visits your website, where they came from, what they did, and where they dropped off — giving you the data to make better product and marketing decisions.
The analytics market has bifurcated since Google Analytics 4 replaced Universal Analytics. GA4 is free and powerful but privacy-hostile and notoriously complex. Plausible and Fathom are privacy-first alternatives that are far simpler and GDPR-compliant without cookies. PostHog and Mixpanel go deeper into product analytics — cohort analysis, funnel visualisation, and event-level data. The scores below reflect data depth, privacy compliance, UI clarity, and cost.
What are you looking for?
I need a simple, privacy-compliant alternative to Google Analytics
Plausible is the fastest to set up with the cleanest dashboard. Fathom is a close second. Both are cookie-free, GDPR-compliant, and have self-hosted options.
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I need product analytics — funnels, cohorts, session replays
PostHog is the open-source leader, combining product analytics, session replays, feature flags, and A/B testing. Mixpanel is the established enterprise option. Both go beyond website traffic into user behaviour.
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I need to stay with Google Analytics to use Google Ads attribution
GA4 is the only option that integrates with Google Ads and Google Search Console natively. It is free and retains the most data, but requires accepting Google's data sharing terms.
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| Weighted average | Overall | Dashboard clarity, setup time, learning curve | GDPR compliance, cookieless tracking, data residency | Funnels, cohorts, session replays, events | Free tier, pricing per event or pageview | Google Ads, Search Console, CRM, warehouse | Sampling, ad-blocker resistance, real-time reporting | Option to run on your own infrastructure | Monthly |
| ★PostHog Open-source product analytics — funnel… | 84 | 72 | 78 | 95 | 88 | 82 | 85 | 95 | Free freemium |
| Plausible Privacy-first, cookie-free, GDPR-compl… | 79 | 92 | 98 | 50 | 80 | 55 | 88 | 90 | $9 paid |
| Matomo Open-source, self-hosted, GDPR-complia… | 78 | 62 | 95 | 68 | 82 | 70 | 85 | 100 | $23 freemium |
| Umami Lightweight, open-source, self-hosted … | 75 | 88 | 95 | 35 | 90 | 40 | 82 | 100 | Free freemium |
| Pirsch Privacy-first analytics built for deve… | 73 | 87 | 96 | 48 | 82 | 48 | 88 | 0 | $6 paid |
| Mixpanel Event-based product analytics for grow… | 72 | 70 | 60 | 92 | 72 | 85 | 88 | 0 | Free freemium |
| Fathom Analytics Simple, privacy-first alternative to G… | 72 | 90 | 97 | 42 | 75 | 50 | 90 | 0 | $14 paid |
| Amplitude Enterprise-grade product analytics for… | 68 | 65 | 58 | 90 | 55 | 88 | 90 | 0 | Free freemium |
| Heap Auto-capture every user interaction wi… | 67 | 75 | 52 | 85 | 60 | 78 | 82 | 0 | Free freemium |
| Google Analytics 4 Free, powerful, and deeply tied to the… | 65 | 55 | 40 | 78 | 92 | 95 | 72 | 0 | Free free |
Click tool names to see the full radar breakdown · Open screener for advanced filtering
Ease of Use
Dashboard clarity, setup time, learning curve
Privacy
GDPR compliance, cookieless tracking, data residency
Product Analytics
Funnels, cohorts, session replays, events
Price/Value
Free tier, pricing per event or pageview
Integrations
Google Ads, Search Console, CRM, warehouse
Data Accuracy
Sampling, ad-blocker resistance, real-time reporting
Self-Hostable
Option to run on your own infrastructure
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No — Plausible does not use cookies or collect personal data. It counts visits using a hash of anonymised data (IP + user agent + date), discarded daily. This means no cookie consent banner is needed under GDPR or PECR. This is one of its primary advantages over Google Analytics.
This is contested. Vanilla GA4 transfers data to Google servers in the US, which has been ruled non-compliant by several EU regulators (Austria DPA, Italy GPDP, France CNIL). You can configure GA4 to anonymise IPs and limit data retention, but using a European-hosted alternative like Plausible or Fathom is the safer path for EU businesses.
Web analytics (Plausible, GA4) answers: how many visitors, where from, which pages. Product analytics (PostHog, Mixpanel, Amplitude) answers: what did users do after signup, where do they drop off in the funnel, which features drive retention. Product analytics requires you to identify users and track custom events; web analytics works without any setup beyond the script tag.
Yes — both are open source with self-hosted options. PostHog has the most complete self-hosted build (Docker-based). Plausible Community Edition is straightforward to run on any VPS. Self-hosting eliminates the monthly fee but requires server maintenance.
Universal Analytics was built around sessions and pageviews. GA4 uses an event-based model designed for cross-device and app tracking. The migration was poorly managed and GA4 is genuinely harder to use, but its data model is more flexible for modern multi-platform products.
How these scores are calculated
Analytics scores are based on official pricing pages, published privacy compliance assessments, feature comparisons from official documentation, G2 and Capterra reviews, and independent testing of dashboard setup time and report query speed as of 2026. Privacy scores reflect cookie dependency, data residency options, GDPR compliance posture, and data retention policies.
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