REVIEWS / ANALYTICS / OPEN ANALYTICS UPDATED AUG 22, 2026 · 430 SOURCES

THE PRODUCT

Open Analytics

Open Analytics

User threads cover Koko, Matomo, userTrack, Pirsch; video tests cover Umami only - privacy-first analytics with setup friction and GA feature gaps.

ANALYTICS MEDIUM CONFIDENCE

THE VERDICT

8.7

REALITY SCORE · OUT OF 10 · CONFIDENCE MEDIUM

COMPOSED FROM

USERS 8.7 · 427 voices · 100%
CRITICS no published scores yet

SENTIMENT · 430 REVIEWS

+ 58% positive · 32% neutral − 10% negative
Visit Official Site →
3 YOUTUBE 66 HN 353 LEMMY 4 STACK EXCHANGE 1 PRODUCTHUNT
USER n=430
VIDEO n=3
BRAND AVAILABLE
INTERNET n=0

AT A GLANCE · QUOTABLE

  • Rating: 8.7 / 10 (medium confidence)
  • User voices: 430 across 5 platforms
  • Sentiment: 58% positive · 10% negative
  • Updated: Aug 22, 2026

GYIBB rates the Open Analytics 8.7/10 based on 430 user voices from 5 platforms. Confidence: medium. Source: https://gyibb.com/analytics/open-analytics

⚠ LIMITED DATA Based on 427 comments and 3 videos

BUY IF

Privacy-first: no cookies by default, no IP storage, GDPR-friendly (Koko Analytics)

  • + Zero-friction WordPress install - stats work immediately on activation with no extra load
  • + Open-source and self-hostable; script can be first-party hosted to dodge uBlock blocking
  • + Matomo offers server-log analytics with zero client-side tracking

SKIP IF

Cannot match GA's cross-web audience data, campaign attribution, or purchase tracking

  • Setup friction: Matomo Docker/DB provisioning failed a professional dev after ~1 hour
  • Third-party tracking domains trivially blocked by adblockers unless self-hosted
  • Missing basics users expect: browser/UA, viewport, time on site, bounce rate, pathing

Where the layers disagree

6 CONTRADICTIONS DETECTED

USER layer discusses Koko Analytics, Matomo, userTrack and Pirsch - VIDEO layer is exclusively Umami; the layers describe different products under one 'open analytics' topic.

VIDEO VS USER

ALIGNMENT USER<->VIDEO: both center open-source, self-hosted, privacy-first positioning as the core value proposition vs Google Analytics.

VIDEO VS USER

USER comments concede GA's cross-web tracking gives unmatched campaign attribution and purchase tracking - a gap none of the privacy tools close; VIDEO layer has no transcripts to test this claim.

BRAND VS VIDEO

USER reports real setup friction (Matomo Docker install defeated a professional dev after ~1 hour) while VIDEO titles promise 'Honest Review'/'Tested' with no transcript evidence - unverified.

VIDEO VS USER

VIDEO signal is thin: only Elestio's Umami demo has meaningful reach (13.7K views); the two review videos total 165 views.

VIDEO VS USER

Within USER layer: Koko's no-cookie/referrer approach is praised as GDPR-spirit while commenters argue it breaks industry-standard 'returning visitor' definitions - metric accuracy traded for privacy.

USER VS BRAND

WHERE THEY AGREE +

+ Privacy-first: no cookies by default, no IP storage, GDPR-friendly (Koko Analytics)
+ Zero-friction WordPress install - stats work immediately on activation with no extra load
+ Open-source and self-hostable; script can be first-party hosted to dodge uBlock blocking
+ Matomo offers server-log analytics with zero client-side tracking

WHERE THEY DON'T

Cannot match GA's cross-web audience data, campaign attribution, or purchase tracking
Setup friction: Matomo Docker/DB provisioning failed a professional dev after ~1 hour
Third-party tracking domains trivially blocked by adblockers unless self-hosted
Missing basics users expect: browser/UA, viewport, time on site, bounce rate, pathing
Site-sale marketplaces only trust GA-linked stats, undermining alternatives' credibility

Where the 430 sources came from

VIEW EVERY CITATION →
YOUTUBE
3
HN
66
LEMMY
353
STACK EXCHANGE
4
PRODUCTHUNT
1

The four realities of the Open Analytics

Most review sites collapse everything into one number. We keep the layers separate so you can see where reality bends.

01
USER
n=430 · 5 platforms

What actual buyers say

Data is HackerNews/Lemmy discussion of open-source, privacy-first analytics as Google Analytics alternatives. Koko Analytics (by the dev who built the original open-source Fathom) gets the warmest reception: free WordPress plugin, works on activation, no cookies by default (falls back to document.referrer), stores no IP addresses; one user calls it 'exactly what I want for simple is-anyone-viewing-this-page info' after abandoning GA when GDPR passed. Feature gaps users flag: browser/UA, viewport/screen sizes, time on site, bounce rate, pathing; bot filtering relies on bots not executing JS, with UA filtering promised. A technical debate disputes its 'returning visitor' definition vs industry-standard unique-session tracking when cookies are disabled. Matomo has loyal advocates (server-log analytics with zero client-side tracking, used 'for a big variety of clients small to big', adequate for simple visitor stats) but a professional dev reports giving up after roughly an hour failing Docker database provisioning: 'they could work on improving the installation guide.' userTrack's solo dev explains pricing churn (lifetime to yearly to one-time + paid updates) and argues open-sourcing drastically slowed Matomo's development. Pirsch's devs concede GA tracks visitors across days and attributes purchases - essential for marketing campaigns and structurally unavailable in privacy-first tools. Adblock reality check: third-party tracking domains are 'trivial to block' with a generic uBlock rule; workarounds are first-party hosting or proxying tracking parameters. Site-sale marketplaces only trust GA-linked stats, hurting credibility of alternatives. Cultural context: the top Lemmy comments (250/234 upvotes) are uBlock Origin advocacy, showing the audience's deep hostility to third-party tracking.
02
VIDEO
n=3 · YouTube

What reviewers showed on camera

All 3 videos cover Umami, not the tools discussed in the user threads. Elestio (29,100 subs, 13,684 views) demos 'Umami: Free Open Source Analytics Platform'; commenters praise the demo quality ('often provides demoes better than the software's own website'). HelperMan's 'Umami for Open Source Analytics Honest Review - Watch Before Using' (26,100 subs) drew only 107 views, and TWiz's 'Umami Analytics Review Best Open Source Analytics Platform Tested' (3,010 subs) only 58 views; both lack transcripts, so no benchmark, test procedure, or verdict is verifiable. Net video evidence: one decent demo with meaningful reach and zero independent testing substance.

Umami: Free Open Source Analytics Platform

Elestio · 13,684 views

"[comment] This channel often provides demoes better than the software own website themselves. [comment] Merci, tes explications sont super smooth [comment] i am so interested of using these open source programs to make my n8n projects looks…"

Umami for Open Source Analytics Honest Review - Watch Before Using

HelperMan · 107 views

Umami Analytics Review Best Open Source Analytics Platform Tested

TWiz · 58 views

03
INTERNET
n=0 · review sites

What the press said

No aggregate ratings were found for this product during the last harvest.
04
BRAND
official source

What the brand says

no brand page found

The official brand page was not successfully scraped during the last harvest.
Visit Official Site →

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DATA SOURCES & AUDIT

3
YOUTUBE
66
HN
353
LEMMY
4
STACK EXCHANGE
1
PRODUCTHUNT
3
YOUTUBE VIDEOS

430 data points across 5 platforms, synthesized via GYIBB's Truth Engine and fact-checked against source data before publication.

CONFIDENCE: MEDIUM · ANALYSED: AUGUST 22, 2026 AT 01:11 PM · PROMPT V1.0 · READ METHODOLOGY →

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GYIBB SCORE: 8.7/10

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