Software category guide

User Analytics Tools for Product Teams (2026)

User analytics tools show what people actually do in your product or on your site: which pages they visit, where they drop off, which features they use and what the session looked like. They range from event-based product analytics to session replay and privacy-first web analytics.

This page leans toward the user-behaviour end: funnels, replays, heatmaps and attribution. It includes event analytics (Mixpanel, Amplitude, PostHog), behaviour tools (Contentsquare, Microsoft Clarity), a self-hostable web analytics suite (Matomo) and Linqry, TechLogHub's own analytics. Pricing was read from vendor pages on 2026-11-07.

Tools, licences and pricing checked against vendor and repository pages on November 7, 2026.

What to look for

  • •Event analytics versus pageview analytics, and how funnels are defined
  • •Session replay and heatmaps
  • •Free tier limits in events or sessions
  • •Privacy: cookies, data residency, self-hosting
  • •Warehouse and API access

At a glance

ToolBest forPricingLicence
MixpanelProduct teams analysing funnels and retentionFree (1M events per month); Growth starts at $0 with paid tiers by volume, e.g. $100 per month (annual) for 1.5M events.Proprietary
AmplitudeProduct analytics with experimentationFree (2M events per month); Plus starts at $0 for the first 2M events; Growth and Enterprise custom.Proprietary
PostHogEngineering-led teams wanting an all-in-one stackFree tier (1M analytics events, 5K recordings monthly); pay-as-you-go above the allowance. Self-hostable.MIT
ContentsquareQualitative behaviour analysisFree plan up to 200k sessions per month, 1 month data access, 1 project.Proprietary
Microsoft ClarityFree session replay and heatmapsFreeProprietary
MatomoPrivacy-conscious web analytics you host yourselfFree, open source (self-hosted); Matomo Cloud is paid, see vendor pricing.GPL-3.0-or-later
LinqryFunnels and channel attribution without cookies$5 per site per month; 30-day free trial, no card required.Proprietary

1. Mixpanel

Commercial

Best for: Product teams analysing funnels and retention · Free (1M events per month); Growth starts at $0 with paid tiers by volume, e.g. $100 per month (annual) for 1.5M events.

Mixpanel is event-based product analytics with funnels, retention analysis and session replay. The free plan includes up to 1M events per month.

Strengths

  • + Unlimited seats on Free
  • + Funnels, retention and replay

Trade-offs

  • − Some features not on Free, e.g. alerts and query API

2. Amplitude

Commercial

Best for: Product analytics with experimentation · Free (2M events per month); Plus starts at $0 for the first 2M events; Growth and Enterprise custom.

Amplitude offers product analytics, session replay and experimentation. The Free plan includes 2M events per month with unlimited feature flags and one active experiment.

Strengths

  • + Higher free event allowance
  • + Experiments included

Trade-offs

  • − Heatmaps and alerts not on Free

3. PostHog

MIT

Best for: Engineering-led teams wanting an all-in-one stack · Free tier (1M analytics events, 5K recordings monthly); pay-as-you-go above the allowance. Self-hostable.

PostHog bundles product analytics, session replay, feature flags and more, with usage-based pricing and a self-hosting option. Its repository is MIT, with an ee directory under a separate licence.

Strengths

  • + Per-product free allowances
  • + No surprise charges: usage stops at free limits

Trade-offs

  • − Enterprise directory is under a separate licence

4. Contentsquare

Commercial

Best for: Qualitative behaviour analysis · Free plan up to 200k sessions per month, 1 month data access, 1 project.

Contentsquare is a digital experience analytics platform with replays, heatmaps, funnels and error monitoring. Hotjar is part of the Contentsquare family.

Strengths

  • + Free plan with replays and heatmaps
  • + Funnels and error monitoring

Trade-offs

  • − Paid tiers are not shown on the page we checked

5. Microsoft Clarity

Commercial

Best for: Free session replay and heatmaps · Free

Microsoft Clarity provides session recordings, heatmaps and AI summaries. The site states it is free forever with no limits on traffic.

Strengths

  • + Free with no stated traffic limit
  • + AI summaries of sessions

Trade-offs

  • − Not an event-funnel analytics replacement

6. Matomo

GPL-3.0-or-later

Best for: Privacy-conscious web analytics you host yourself · Free, open source (self-hosted); Matomo Cloud is paid, see vendor pricing.

Matomo is a self-hosted web analytics platform positioned as a privacy-focused alternative to Google Analytics. It is GPL-3.0-or-later.

Strengths

  • + Self-hosting keeps data on your servers
  • + Mature, widely used

Trade-offs

  • − Hosting and upgrades are your responsibility

7. Linqry

Commercial

Best for: Funnels and channel attribution without cookies · $5 per site per month; 30-day free trial, no card required.

Linqry is a hosted, cookieless web analytics service with multi-step funnels, goals, per-visitor timelines and revenue attribution. It is cloud-only with no self-hosted option.

Strengths

  • + Cookieless, no raw IPs stored
  • + Funnels and revenue attribution at a low flat price

Trade-offs

  • − Cloud only, no self-hosting

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How to choose

If you need…Start with
Funnels and retention for a productMixpanel or Amplitude
All-in-one stack you can self-hostPostHog
Free heatmaps and session recordingsMicrosoft Clarity or Contentsquare
Self-hosted privacy-first web analyticsMatomo
Cookieless funnels and revenue attribution at a flat priceLinqry

User Analytics Tools for Product Teams: FAQ

Quick answers to common questions

What are user analytics tools?

Tools that track and visualise how users behave in a site or app, via events, funnels, replays and heatmaps.

Which have free plans?

Mixpanel (1M events), Amplitude (2M events), PostHog's free tier, Contentsquare (200k sessions), and Microsoft Clarity are free to start.

Is session replay privacy-safe?

It can be if you mask inputs and honour consent rules. Check each tool's masking options and your legal obligations.

Can I self-host?

PostHog and Matomo can be self-hosted. Linqry is cloud-only.

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