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Open Source Analytics Tools: 2026 Survey of Privacy-First Options

A survey of open source analytics in 2026. License types, hosting models, and which tool fits which use case across 9 options — cloud-hosted and self-hostable.

OpenPanel Team

2024-11-10

Updated on 2026-04-28

This is a survey of open source web and product analytics in 2026. It covers nine options with different licenses, hosting models, and use cases — from minimalist pageview counters to full product analytics platforms.

This is a survey, not a buyer's guide. The right pick depends on what you need. If you've already decided to self-host and want a head-to-head pick among the 4 most production-ready self-hostable tools, see our self-hosted web analytics comparison. If you're replacing GA4, see our Google Analytics alternative comparison and migration guide.

Here's a quick comparison of all 9 tools:

ToolTypeLicenseSelf-HostCloud Pricing (from)Best For
OpenPanelWeb + ProductAGPL-3.0Free$2.50/moTeams wanting Mixpanel-like analytics, open source
PostHogProduct + WebMITFree$0 + usageDevelopers needing analytics + flags + experiments
PlausibleWebAGPL-3.0Free$9/moSimple, privacy-first pageview analytics
MatomoWebGPL-3.0Free€29/moGoogle Analytics replacement with full feature set
FathomWebProprietaryLicense$15/moPrivacy-focused teams wanting zero maintenance
UmamiWebMITFree$0 + usageDevelopers wanting lightweight, self-hosted analytics
AckeeWebMITFreeNoneMinimalist self-hosted tracking
PirschWebAGPL-3.0License$6/moServer-side analytics without JavaScript
SwetrixWebAGPL-3.0Free$5/moCookieless analytics with performance monitoring

Now let's go deeper on each tool.

What does "open source" actually mean for analytics?

"Open source" covers tools with very different licenses, governance models, and feature gates. Three things to check before picking:

License. Tools here split across permissive (MIT: Umami, PostHog, Ackee) and copyleft (AGPL: OpenPanel, Plausible, Pirsch, Swetrix; GPL: Matomo). MIT lets you fork and ship a closed-source product on top. AGPL requires you to release your modifications if you offer the modified tool as a network service. EUPL (GoatCounter) is its own thing, similar to copyleft. Fathom is here as a popular alternative but is fully proprietary, with no public source. If you care about license obligations, this matters.

Single-vendor sponsorship vs community. Most of these are single-vendor projects: one company funds development and offers a paid cloud version. That's true for OpenPanel, Plausible, Matomo, PostHog, Umami, Pirsch, and Swetrix. Ackee is closer to a community project. Single-vendor projects move faster, but the bus-factor risk is concentrated.

Hosted vs self-host-only. Most tools here offer both a self-host option and a paid cloud: OpenPanel, Plausible, Matomo, PostHog, Umami, Pirsch, and Swetrix. Ackee is self-host-only with no first-party cloud. Fathom is the inverse — proprietary cloud first, with a self-host license for purchase. One footnote on PostHog: full self-hosting is now community-build-only and missing some cloud features.

Feature parity between self-hosted and cloud. This varies. OpenPanel, Plausible, Matomo, and Umami match features across self-hosted and cloud. PostHog does not. Matomo gates advanced features (heatmaps, A/B tests) behind paid plugins even on self-hosted. Always check before assuming "open source = full features".

What to look for in open source analytics

Before picking a tool, consider these factors:

  • Web analytics vs product analytics — Do you just need pageviews and traffic sources, or also event tracking, funnels, retention, and user journeys?
  • Self-hosted vs cloud — Self-hosting gives you full data control and is often free, but you maintain the server. Cloud is easier but costs money.
  • Privacy and compliance — Does the tool track without cookies? Is it GDPR/CCPA compliant by design?
  • Ease of setup — Some tools deploy in minutes, others need real DevOps work.
  • Community and maintenance — Is the project actively maintained? How large is the community?
  • Pricing model — Event-based, pageview-based, or flat fee? How does cost scale with growth?

OpenPanel

OpenPanel's overview page giving you a first glance of your web analytics
OpenPanel's overview page giving you a first glance of your web analytics

Summary

OpenPanel combines web analytics and product analytics in one open source tool. You get event tracking, customizable charts, an overview dashboard, individual user and session views, funnels, retention analysis, and SDKs for the major frameworks. AGPL-3.0 license, cookieless tracking, GDPR compliant by design. Self-host free, or use OpenPanel Cloud with a 30-day free trial. (Disclosure: this is our product. We've tried to position it fairly against the alternatives below, but read all the options before you pick.)

Pricing

OpenPanel Cloud has a 30-day free trial with no credit card required. After the trial, you pick the tier that matches your monthly event volume. Self-hosting is free; you provide the infrastructure.

Events per MonthPrice (USD/month)
Up to 5,000$2.50
Up to 10,000$5
Up to 100,000$20
Up to 250,000$30
Up to 500,000$50
Up to 1,000,000$90
Up to 2,500,000$180
Up to 5,000,000$250
Up to 10,000,000$350
Up to 20,000,000$530
Up to 30,000,000$680
Up to 40,000,000$800
Up to 50,000,000$900

All Cloud plans include unlimited websites, unlimited dashboards, unlimited team members, email & Discord support, and 5 years of data retention. No add-ons or hidden costs.

Pros

  • Open source and self-hostable — you control your data
  • Combines web and product analytics in one platform (replaces both GA and Mixpanel)
  • Real-time tracking, no processing delays
  • Cookieless, GDPR/CCPA compliant by design — no consent banners
  • 30-day free trial and usage-based pricing
  • All features included at every tier, no add-ons

Cons

  • Cloud costs grow as event volume increases
  • Self-hosting requires server setup and maintenance
  • Project is newer with a smaller community than Matomo or PostHog
  • No built-in heatmaps (yet)

FAQ

Alternative to OpenPanel

Plausible Analytics

  • Open source, privacy-focused web analytics with flat pricing
  • Lightweight, cookieless tracking and simple dashboards
  • Predictable monthly cost starting at $9 for 10,000 pageviews
  • A fit if you need core web metrics without product analytics

PostHog

PostHog
PostHog

See our detailed comparison: OpenPanel vs PostHog

Summary

PostHog is an open source platform for product analytics, session replay, feature flags, A/B testing, error tracking, and surveys, all in one place. It's developer-focused, with both self-hosting and a free cloud tier (1 million events per month). If you want one tool that does everything for product development, PostHog covers the most ground.

Pricing

PostHog's free tier includes 1 million analytics events per month, plus 5,000 session recordings, 1M feature flag requests, and more. Past the free limits, pricing uses volume-based step-down rates:

Monthly EventsCost per EventExample Monthly Cost
First 1MFree$0
1-2M$0.00005~$50
2-15M$0.0000343~$396 (at 12M)
15-50M$0.0000295Declining rate
50-100M$0.0000218Declining rate
100-250M$0.000015Declining rate

Anonymous events are 55-80% cheaper than identified events, which can significantly reduce costs.

Pros

  • Open source and self-host friendly — you keep full data control
  • All-in-one suite: analytics, replays, flags, experiments, errors, surveys
  • 1M-event monthly free tier for smaller projects
  • Active developer community and frequent releases

Cons

  • Usage-based pricing is hard to predict as you grow
  • Running a self-hosted instance takes real ops work
  • Self-hosting and cloud are not feature-equivalent
  • The number of features can overwhelm smaller teams

FAQ

Plausible

Plausible
Plausible

See our detailed comparison: OpenPanel vs Plausible

Summary

Plausible is an open source, privacy-friendly web analytics tool built as a lightweight alternative to Google Analytics. It tracks pageviews and custom events without cookies or personal data. You get real-time reports, goals, custom events, email/Slack reports, and GDPR/CCPA compliance out of the box. Pick it if you want simple analytics without the complexity.

Pricing

Plausible uses traffic-based plans billed monthly or yearly (2 months free on annual). All plans include unlimited data retention, unlimited team members, Google Analytics import, and all core features.

PlanPageviews per MonthPrice (Monthly)Price (Yearly)SitesData Retention
StarterUp to 10,000$9$901Unlimited
GrowthUp to 100,000$14$1403Unlimited
BusinessUp to 200,000$19$19010Unlimited
Enterprise200,001+CustomCustom10+Unlimited

Pros

  • Privacy by design — no cookies, no personal data tracking
  • Simple dashboard that anyone can read
  • Open source with a free self-host option and clear pricing
  • Lightweight script (~1 KB) that doesn't slow your site

Cons

  • No free tier beyond self-hosting
  • Costs can rise quickly as traffic grows
  • No product analytics features (no funnels, retention, or user-level tracking)
  • No session replay or heatmaps

FAQ

Alternative to Plausible

Umami

  • Umami is almost a 1-to-1 alternative to Plausible with an MIT license
  • Free cloud tier with 1M events/month

OpenPanel

  • Similar to both Umami and Plausible but also adds product analytics to the mix

Matomo

Matomo
Matomo

See our detailed comparison: OpenPanel vs Matomo

Summary

Matomo (formerly Piwik) is the most established open source web analytics platform, around since 2007 and positioned as a Google Analytics alternative. You can track web and mobile visits, build charts and dashboards, set goals, run A/B tests, record sessions, view heatmaps, and more. You own all your data and can self-host for free or use Matomo Cloud.

Pricing

PlanPriceHits per MonthSupportWebsitesData Retention
On-Premise€0UnlimitedFree community support or paid subscriptionsUnlimitedForever
Cloud (50K)€29/month or €290/yearUp to 50,000Email support & Customer Success Manager3024 months

For higher volumes (100K, 300K, 1M+ hits), contact sales for enterprise pricing.

Pros

  • Most mature open source analytics platform (since 2007)
  • Full data ownership and GDPR/CCPA compliance
  • Rich feature set: dashboards, A/B tests, heatmaps, session recordings, funnels
  • Free self-hosted option with no limits on hits or users
  • Large plugin library

Cons

  • Self-hosting requires server setup, maintenance, and PHP knowledge
  • Cloud costs rise sharply beyond the base 50K tier
  • Many advanced plugins (A/B testing, heatmaps, etc.) require paid subscriptions even on self-hosted
  • UI can feel dated compared to newer tools

FAQ

Alternative to Matomo

Fathom Analytics

  • Privacy-focused, simple analytics with no cookies or personal data
  • Flat monthly pricing (starts at $15/month) for unlimited sites
  • Easy setup with minimal interface for core metrics

Fathom

Fathom
Fathom

See our detailed comparison: OpenPanel vs Fathom

Summary

Fathom is a privacy-focused web analytics tool that tracks pageviews and events without cookies or personal data. You get real-time reports, unlimited data retention, unlimited sites, and simple dashboards. Fathom isn't truly open source (it's proprietary with a self-host license available), but it's here because it's a popular privacy-first alternative.

  • Homepage: https://usefathom.com
  • GitHub: No public repository (proprietary)
  • License: Proprietary (self-host license available)
  • Rating: 4/5

Pricing

Fathom bills by monthly data points (pageviews + events). All plans include unlimited sites, data retention, email reports, exports, and support.

PlanData Points / MonthPrice (Monthly)Price (Yearly, 17% off)
StarterUp to 100,000$15$150/yr
GrowthUp to 200,000$25$250/yr
BusinessUp to 500,000$45$450/yr
ScaleUp to 1,000,000$60$600/yr
Scale+Up to 2,000,000$100$1,000/yr
Enterprise SmallUp to 5,000,000$140$1,400/yr
Enterprise MediumUp to 10,000,000$200$2,000/yr
Enterprise LargeUp to 15,000,000$290$2,900/yr
Enterprise X-LargeUp to 20,000,000$380$3,800/yr
Enterprise CustomOver 25,000,000Contact salesContact sales

Pros

  • No cookies or personal data collection by design
  • Real-time, simple dashboard with core metrics
  • Unlimited sites and data retention on every plan
  • EU-isolation option available for GDPR compliance

Cons

  • Not open source — proprietary platform with no public code
  • Costs rise linearly as traffic grows
  • No product analytics features (no funnels, retention, or user tracking)
  • No session replay or heatmaps

FAQ

Alternative to Fathom

Simple Analytics

  • Privacy-first, cookie-free analytics under a flat fee model
  • Tracks pageviews only with a focus on simplicity
  • No free tier but predictable pricing by site count
  • Clean dashboard and easy setup with no code changes

Umami

Umami
Umami

See our detailed comparison: OpenPanel vs Umami

Summary

Umami is an open source, privacy-friendly web analytics tool. It tracks pageviews and basic events without cookies or personal data. The lightweight script (~2 KB) loads fast and is GDPR/CCPA compliant by default. It's one of the simplest open source tools to self-host, which is why developers reach for it as a quick Google Analytics replacement.

Pricing

Self-hosted Umami is free with unlimited sites and events, managed by you with community support.

Umami Cloud is free for the first 1 million events per month. Beyond that, you pay $0.00002 per additional event.

PlanPriceMonthly Free LimitsSupportRetention
Self-host$0Unlimited events & sitesCommunity forumUnlimited
Cloud$0 + $0.00002 per event over 1M1,000,000 eventsEmail support5 years

Pros

  • Open source (MIT); self-host for full data control
  • Privacy-first — no cookies or personal data collection
  • Lightweight tracking script that won't slow your site
  • Simple to self-host with Docker Compose

Cons

  • Limited to basic web metrics; no product analytics, session replay, or heatmaps
  • Running your own server means maintenance and updates
  • Cloud costs can add up at high event volumes
  • Fewer advanced features compared to OpenPanel or PostHog

FAQ

Alternative to Umami

GoatCounter

  • Open source, privacy-focused analytics with simple pageview and event tracking
  • Self-host for free or use hosted plans starting at €5/month
  • Lightweight script, no cookies required, GDPR compliant
  • Very simple setup and predictable flat pricing

Ackee

Ackee
Ackee

See our detailed comparison: OpenPanel vs Ackee

Summary

Ackee is an open source, self-hosted web analytics tool that focuses on privacy and minimalism. It runs on your own server with Node.js and MongoDB, tracks pageviews and custom events without cookies or personal data, and presents stats in a minimal interface. It uses a GraphQL API and keeps all tracked data anonymized by default.

Pricing

Ackee is completely free to self-host. You download the code, run it on your server, and there are no limits on sites, pageviews, team members, or data retention.

Note: There is no official Ackee-hosted service. Some third-party providers (like Elestio) offer managed Ackee hosting, but pricing varies by provider.

Pros

  • Open source and free to self-host — you control all your data
  • Privacy-first: no cookies, anonymized tracking, GDPR/CCPA compliant
  • Minimal UI with fast load times
  • GraphQL API for custom integrations and flexible querying

Cons

  • Limited to basic metrics (no funnels, session replay, or heatmaps)
  • Requires server setup, maintenance, and security updates
  • No official hosted offering — managed hosting depends on third parties
  • Minimal feature set won't suit teams needing advanced analytics
  • Requires MongoDB, which adds complexity

FAQ

Alternative to Ackee

GoatCounter

  • Open source and privacy-focused, with GDPR-compliant, cookieless tracking
  • Self-host free or use hosted plans starting at €5/month
  • Simple pageview and basic event metrics, predictable flat pricing

Pirsch

Pirsch
Pirsch

See our detailed comparison: OpenPanel vs Pirsch

Summary

Pirsch is a server-side, cookieless, privacy-focused web analytics tool built in Go. It generates anonymized visitor fingerprints, works even with ad blockers, and is GDPR, CCPA, and PECR compliant. Because tracking is server-side, client-side blockers don't affect it.

Pricing

Pirsch offers a 30-day free trial with no credit card required. After that, plans are usage-based on monthly pageviews:

PlanMonthly PriceAnnual PricePageviews IncludedWebsites
Standard$6$60Up to 10,000Up to 50
Plus$12$120CustomUnlimited
EnterpriseCustomCustomCustomCustom

Plus plan adds funnels, A/B testing, custom domains/themes, white-labeling, priority support, and event goals.

Pros

  • Server-side tracking works around ad blockers — get more complete data
  • Privacy-focused with no cookies and anonymized data by default
  • Lightweight Go library and multiple SDKs (JS, PHP, Laravel, etc.)
  • Hosted in the EU on German servers (Hetzner)

Cons

  • Self-hosting requires an enterprise license (not free)
  • Usage tiers can get costly as traffic grows
  • No session replay or heatmaps
  • Smaller community compared to Plausible or Matomo

FAQ

Alternative to Pirsch

Plausible Analytics

  • Open source, cookieless web analytics with a flat pricing model
  • Simple dashboard, real-time data, and GDPR/CCPA compliance
  • Self-host for free or use hosted plans starting at $9/month for 10,000 pageviews

Swetrix

Swetrix
Swetrix

Summary

Swetrix is an open source, cookieless web analytics platform built around privacy and ease of use. You can track pageviews, custom events, user flows, and performance metrics, all without cookie banners. It also includes web performance monitoring, which most other tools here don't offer.

Pricing

Swetrix offers a 14-day free trial with no credit card required. After that, you pick a plan based on monthly events:

PlanEvents per MonthPrice (USD/month)
BasicUp to 10,000$5
GrowthUp to 100,000$15
ProUp to 200,000$25
BusinessUp to 500,000$45
PremiumUp to 1,000,000$59
Enterprise SmallUp to 2,000,000$84
Enterprise MediumUp to 5,000,000$110
Enterprise LargeUp to 10,000,000$150
Enterprise X-LargeOver 10,000,000Contact sales

Pros

  • Open source and self-hostable for full data control
  • Cookieless tracking, GDPR/CCPA compliant by design
  • Includes web performance monitoring (page load times, Core Web Vitals)
  • Simple dashboard with user flows, alerts, and exports

Cons

  • Hosted plans use usage-based tiers, so costs rise with traffic
  • Self-hosting requires setup, maintenance, and hosting infrastructure
  • No session replay or heatmaps
  • Smaller community compared to more established tools

FAQ

Alternative to Swetrix

Plausible Analytics

  • Open source, privacy-first web analytics with flat pricing
  • Tracks pageviews and goals with no cookies required
  • Self-host for free or start hosted plans at $9/month for 10,000 pageviews
  • Simple setup and predictable costs

Pricing comparison: all 9 tools at a glance

Here's how the cloud/hosted pricing compares across all tools at common event volumes:

Monthly EventsOpenPanelPostHogPlausibleMatomo CloudFathomUmami CloudPirschSwetrix
10K$5$0$9€29$15$0$6$5
100K$20$0$14€29$15$0~$12+$15
500K$50$0~$19+Custom$45$0Custom$45
1M$90$0CustomCustom$60$0Custom$59
5M$250~$187CustomCustom$140~$80Custom$110
10M$350~$393CustomCustom$200~$180Custom$150

PostHog and Umami include 1M free events/month. Plausible prices by pageviews, not events. Matomo prices by "hits." Exact pricing varies — check each provider for current rates.

How to choose the right open source analytics tool

Choose OpenPanel if you want product analytics (funnels, retention, user tracking) plus web analytics at an affordable price. Best for startups and growing companies.

Choose PostHog if you need an all-in-one developer platform with analytics, feature flags, experiments, error tracking, and surveys. Best for engineering-heavy teams.

Choose Plausible if you want the simplest privacy-first web analytics. Just clean traffic data. Best for blogs, marketing sites, and simple web projects.

Choose Matomo if you need a mature, full-featured Google Analytics replacement with heatmaps, session recordings, and A/B testing. Best for enterprises moving away from GA4. See our full Google Analytics alternative comparison for a detailed breakdown.

Choose Umami if you want a lightweight, MIT-licensed tool to self-host with minimal setup. Best for developers who want basic analytics on personal projects.

Choose Fathom if you want simple privacy analytics without any self-hosting. Best for businesses that want zero maintenance.

Choose Pirsch if you need server-side tracking that works around ad blockers. Best for sites where tracking accuracy is critical.

Choose Swetrix if you want web analytics plus performance monitoring in one tool. Best for teams focused on web performance.

Choose Ackee if you want the most minimal self-hosted option. Best for personal projects or developers who want the least to maintain.

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  • Steven Tey
    Steven Tey
    @steventey

    Open-source Mixpanel alternative just dropped → http://git.new/openpanel

    It combines the power of Mixpanel + the ease of use of @PlausibleHQ into a fully open-source product.

    Built by @CarlLindesvard and it’s already tracking 750K+ events 🤩

  • Pontus Abrahamsson - oss/acc
    Pontus Abrahamsson - oss/acc
    @pontusab

    Thanks, OpenPanel is a beast, love it!

  • Piotr Kulpinski
    Piotr Kulpinski
    @piotrkulpinski

    The Overview tab in OpenPanel is great. It has everything I need from my analytics: the stats, the graph, traffic sources, locations, devices, etc.

    The UI is beautiful ✨ Clean, modern look, very pleasing to the eye.

  • greg hodson 🍜
    greg hodson 🍜
    @h0dson

    i second this, openpanel is killing it

  • Jacob 🍀 Build in Public
    Jacob 🍀 Build in Public
    @javayhuwx

    🤯 wow, it's amazing! Just integrate @OpenPanelDev into http://indiehackers.site last night, and now I can see visitors coming from all round the world.

    OpenPanel has a more beautiful UI and much more powerful features when compared to Umami.

    #buildinpublic #indiehackers

  • Lee
    Lee
    @DutchEngIishman

    Day two of marketing.

    I like this upward trend..

    P.S. website went live on Sunday

    P.P.S. Openpanel by @CarlLindesvard is awesome.

  • Thomas Sanlis
    Thomas Sanlis
    @T_Zahil

    We're now sponsoring @OpenPanelDev with Uneed 🥳

    If you're looking for open source analytics, OpenPanel is BY FAR the best I've ever seen

    Bonus: 1-click install on Coolify 🥰

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