| Overall score | 4.3Best value | 4.3Best value | 4.3Best value | 4.1Best value | 3.9Best value | 3.9Best value | 3.8Best value | 3.5Best value | 3.5Best value |
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| EU data sovereignty | 4.0Best value EU data residency with a DPA is the dependable route, but the vendor stays US-based. There is no self-hosting option. | 5.0Best value EU hosting with a DPA is the core of the product, not a bolt-on. | 5.0Best value Self-hosted in an EU region with full data ownership; this very site runs on it. | 4.2Best value The EU cloud region with a DPA is the dependable route. Self-hosting still exists via Docker Compose, but unsupported, limited to one project, and not recommended by PostHog for production load. | 5.0Best value Self-hosted with full data ownership, proven in the public sector. | 5.0Best value European vendor, backed by the CNIL exemption. | 2.5Best value Microsoft cloud with US data flow; only clean with consent gating. | 2.0Best value US cloud with no EU hosting option; needs Consent Mode v2 and a clean DPA. | 3.5Best value An EU hosting option exists, the parent company stays US-based. |
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| Analytical depth | 4.8Best value Funnel, cohort, and retention analysis well ahead of GA4. | 4.0Best value Enterprise reporting with raw-data access; product analytics is not the focus. | 3.0Best value Aggregate trends instead of user-level analysis, by design. | 4.5Best value Analytics, session replay, flags, and experiments in one tool. | 3.5Best value More features than Plausible, less product analytics than PostHog. | 4.5Best value Enterprise analytics with strengths in publisher and media KPIs. | 3.0Best value Heatmaps and recordings show the why, not numeric analysis. | 4.0Best value Event model wired into Ads; sampling slows the interface down. | 4.0Best value Product analytics plus in-app guides and NPS in one. |
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| Value for money | 4.0Best value Free entry tier, then the price grows with events. | 4.0Best value Costs more than free GA4; pays off once consent requirements drive the case. | 4.5Best value Open source, the cost is essentially your own server. | 4.0Best value The open-source core is free; cloud plans grow with event volume. | 4.0Best value Open source without a licence; you pay in hosting and upkeep. | 3.0Best value Enterprise price level, rarely justified for smaller setups. | 5.0Best value Free with no volume cap. Microsoft reserves the right in its terms to use the collected data to improve its own products and services. | 4.5Best value Free, including the BigQuery export. | 2.5Best value Enterprise price; for pure analytics PostHog or Mixpanel are leaner. |
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| Ease of use | 4.2Best value Product teams work without SQL and without an analyst queue. | 4.0Best value GA-style interface, teams find their way without retraining. | 4.5Best value One dashboard, no training required. | 3.8Best value A lot of surface at once, the UI takes some learning. | 3.0Best value The interface works, but visibly shows its age. | 3.0Best value Steep learning curve and a rigid event model. | 4.5Best value Embedded in minutes, masking assumed. | 3.5Best value Defaults and UI demand configuration before the standard carries. | 4.0Best value Retroactive event tagging takes pressure off the dev team. |
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| Pricing model | Free tier; subscription by events | Free tier; enterprise subscription by traffic | Open source (CE); self-hosting costs | Free tier; usage-based by events | Open source; cloud subscription by traffic | Enterprise subscription | Free | Free; GA360 as enterprise license | Free tier; enterprise subscription by MAUs |
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| Vendor | Mixpanel · USA | Piwik PRO · Poland | Plausible · Estonia | PostHog · USA | InnoCraft · New Zealand | Piano Software · USA | Microsoft · USA | Google · USA | Pendo · USA |
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| Subcategory | Product Analytics | Web & Marketing Analytics | Web & Marketing Analytics | Product Analytics | Web & Marketing Analytics | Web & Marketing Analytics | Qualitative & Behavior | Web & Marketing Analytics | Product Analytics |
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| Operating model | EU-Region | EU-Region | Self-hosted · EU | Self-hosted · EU | EU-Region | EU-Region | US-Cloud | US-Cloud | US-Cloud |
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| Last reviewed | Jun 2026 | May 2026 | May 2026 | May 2026 | Jun 2026 | Jun 2026 | Jul 2026 | Jul 2026 | Jul 2026 |
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| When it fits | When funnel and cohort analysis needs to go deeper than GA4 can, with EU hosting. | When a GA4-like suite with EU hosting and legal certainty is required. | When GDPR compliance without a consent banner matters and aggregate trends are enough. This site runs on it. | When you want product funnels, feature flags and experiments from one self-hostable source. | When full data ownership or public-sector rules demand self-hosting. | When publisher or enterprise requirements demand maximum legal certainty (CNIL exemption). | When qualitative signals (heatmaps, recordings) should come in at zero budget. | When you work in the Google marketing ecosystem, need Ads audiences or maintain an existing setup. | When product analytics and in-app onboarding should come from one tool. |
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| When it does not | When web marketing reporting is enough or self-hosting is mandatory. | When the Google Ads ecosystem is the core of the setup. | When you need user-level funnels, granular custom events or cross-device stitching. | When plain web analytics is enough. Then running PostHog is overhead. | When massive event volumes or a modern UI take priority. | When a flexible event model and a fast start matter more. | When strict privacy requirements rule out US cloud tools. | When consent-free measurement is mandatory or you need raw event data without sampling limits. | When pure analytics is enough; PostHog or Mixpanel deliver that at lower cost. |
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