Idea checked
a self-hosted analytics platform
There is already a crowded self-hosted analytics market, but the clearest gap is better self-hosted analytics for specific products and workflows, not another generic GA clone.
Confidence: high — Strong signal volume: 80 fresh signals, 12 named open-source projects, 38 first-hand complaints, 4 unsolved questions, and multiple active communities discussing the topic.
- hackernews 30
- github 20
- githubissues 20
- discourse 18
- intent nothing found
- stackexchange 4
- registries 16
- tavily 6
- devto 10
1 source came back empty — what that means
- intent searched, nothing relevant found
Treat the report as weaker where a source is missing. Nothing here was substituted from somewhere else to fill the gap.
Interest over time From data
Hacker News stories mentioning self-hosted analytics privacy (topic read as “self-hosted analytics”), by year — 27 in total, currently rising.
- 2021
- 2022
- 2023
- 2024
- 2025
- 2026
This counts discussion on Hacker News, not global search demand. For developer tooling the two move together; for a local service business they do not.
Who is already building this From data
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ClickHouse/ClickHouse is a live upstream foundation for analytics infrastructure: 48,995 stars and last pushed 2026-08-02.
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plausible/analytics is a maintained privacy-first web analytics product with 28,298 stars and last pushed 2026-07-31.
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openreplay/openreplay is a maintained self-hosted product analytics and session replay platform with 12,391 stars and last pushed 2026-07-31.
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hyperdxio/hyperdx is a maintained observability platform with 9,791 stars and last pushed 2026-08-01.
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electerious/Ackee is a maintained self-hosted analytics tool with 4,685 stars and last pushed 2026-07-25.
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msgbyte/tianji is a maintained website analytics plus uptime and server status project with 3,077 stars and last pushed 2026-07-31.
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Litlyx/litlyx is a maintained self-hosted Google Analytics alternative with 1,741 stars and last pushed 2025-12-03.
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milesmcc/shynet is a maintained privacy-friendly web analytics project with 3,144 stars and last pushed 2026-03-15.
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There are also smaller but active projects like vinceanalytics/vince with 2,013 stars and last pushed 2025-09-01, and openpanel-dev/openpanel with 6,261 stars and last pushed 2026-07-06.
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Two projects look slower rather than dead: evidence-dev/evidence has 6,803 stars and last pushed 2026-02-18, and raga-ai-hub/RagaAI-Catalyst has 16,143 stars and last pushed 2026-02-11.
What people actually say From data
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"Hi, It would be nice to be able to fully self-host analytics using this Docker Compose configuration rather than depend on a third-party cloud." This is a direct request for a fully self-hosted deployment path.
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"Many users don't like being tracked by third parties like Google Analytics or Segment." The complaint is about privacy and external tracking.
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"I don't want it for privacy reasons. Also, some privacy blockers block them." This HN comment says privacy blockers and privacy are part of the pain.
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"If we self-host analytics with something like Ackee, we can still measure things without needing to involve another platform" The speaker wants local control and fewer external dependencies.
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"I am looking for open-source ASP.NET Web Analytics framework or tools that I can customize and add in more features in future. It has to be self-hosted." This asks for customizable self-hosted analytics.
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"I've deployed a self-hosted gateway to an AKS cluster... but those requests don't show up in the analytics" This is a concrete analytics visibility failure in a self-hosted setup.
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"there is currently no built-in solution for tracking basic download metrics... for self-hosted podcasts" This shows a missing analytics use case in self-hosted media.
People asking to be sold to From data
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"Hi, It would be nice to be able to fully self-host analytics" signals willingness to adopt self-hosted infrastructure instead of a cloud service.
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"We need PostHog integrated for analytics tracking." This is a direct purchase/intention signal for self-hosted analytics tooling.
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"Sarebbe carino poter monitorare gli accessi ai nostri servizi senza invadere troppo la privacy dei nostri utenti." The speaker wants privacy-preserving self-hosted analytics.
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"I was looking through the self-hosted Studio code paths and noticed that Observability is still hard-disabled" shows someone actively trying to use self-hosted analytics plumbing in production.
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"It could be in many flavours:... Use the Cloud Analytics Dashboard to connect to a self-hosted cluster." This asks for a self-hosted dashboard path for LiveKit.
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"I would suggest letting people use custom base_uri for the self-hosted version." This is a deployment-oriented buying signal for self-hosted support.
Where the opening is Model estimate
The model's read of the signals below — not something anyone measured.
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The signals do not show a clean gap for a generic self-hosted analytics platform; they show many overlapping alternatives already covering web analytics, product analytics, observability, and replay.
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The clearest unmet areas are domain-specific self-hosted analytics for platforms like n8n, LiveKit, Home Assistant, Supabase, podcasts, and APIs, where users ask for dashboards or metrics tied to their own product.
- discourse N8n-trace: 🚀A self-hosted observability dashboard for n8n workflows 2026-03-06
- githubissues Enhancement: Detailed analytics/admin dashboard for Self-Hosted Livekit 2023-02-03
- discourse Matomo Analytics - custom integration for Home Assistant 2026-02-09
- githubissues Add Basic Episode Download Analytics for Self-Hosted MP3s (e.g., S3) 2024-12-03
- githubissues No analytics for APIs using self-hosted gateway 2020-07-23
- discourse Improving n8n by understanding usage [coming in next version] 2021-08-09
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There is evidence of missing product surfaces and integrations, not missing analytics engines: for example, self-hosted Studio observability is hard-disabled, and Home Assistant users wanted Matomo stats visible in their dashboard.
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The data does not show a strong gap in basic website analytics itself; that space already has Plausible, Ackee, Shynet, Tianji, and Litlyx running as maintained projects.
How big the market might be Model estimate
The model's read of the signals below — not something anyone measured.
-
This search found 12 named open-source projects, and 10 of them are active while 2 are slow.
- github ClickHouse/ClickHouse 2016-06-02
- github plausible/analytics 2018-12-04
- github openreplay/openreplay 2021-04-29
- github hyperdxio/hyperdx 2023-09-13
- github evidence-dev/evidence 2021-05-27
- github Openpanel-dev/openpanel 2024-02-29
- github electerious/Ackee 2014-04-16
- github milesmcc/shynet 2020-04-09
- github msgbyte/tianji 2023-08-31
- github Litlyx/litlyx 2024-05-29
- github vinceanalytics/vince 2023-06-02
- github raga-ai-hub/RagaAI-Catalyst 2024-08-26
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There were 38 first-hand complaints and 4 unsolved questions, but 0 stated wants in the computed counts.
- githubissues Self-hosted analytics 2025-09-24
- githubissues Enhancement: Detailed analytics/admin dashboard for Self-Hosted Livekit 2023-02-03
- githubissues Self-hosted analytics 2019-09-03
- hackernews Ask HN: Who is using a self hosted analytics system? 2016-12-05
- githubissues Set up servizio di analytics self-hosted 2026-01-23
- githubissues Set up PostHog (self-hosted) analytics 2026-01-03
- githubissues Add Basic Episode Download Analytics for Self-Hosted MP3s (e.g., S3) 2024-12-03
- discourse N8n-trace: 🚀A self-hosted observability dashboard for n8n workflows 2026-03-06
- githubissues [18.0] Website: Allow self-hosted Plausible CE analytics 2024-11-25
- githubissues Self-hosted Studio still hard-disables Observability despite existing self-hosted analytics/log plumbing 2026-05-03
- githubissues No analytics for APIs using self-hosted gateway 2020-07-23
- discourse Improving n8n by understanding usage [coming in next version] 2021-08-09
- stackexchange Open-Source ASP.NET Analytics Framework or Tool 2013-09-18
- githubissues Event Rate Limit Issue with Analytics Feature on Self-Hosted Typesense 2024-09-27
- githubissues Remove Google Analytics or make this opt-in when self-hosted 2018-08-14
- githubissues Self-Hosted instances are tracked with Google Analytics by default 2021-01-16
- githubissues Let people add base_uri for self-hosted version of the analytics. 2024-01-08
- discourse Matomo Analytics - custom integration for Home Assistant 2026-02-09
- stackexchange How to change the port for Supabase self-hosted Docker service when port 4000 is already allocated? 2023-10-18
- hackernews Ask HN: Self hosted web analytics packages 2012-11-07
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The largest GitHub competitor in the set is ClickHouse with 48,995 stars and last push 2026-08-02; the largest analytics-specific competitor is langfuse with 32,304 stars and last push 2026-08-01, followed by Plausible with 28,298 stars and last push 2026-07-31.
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Matching community threads were found in community.home-assistant.io, community.n8n.io, discuss.elastic.co, forum.djangoproject.com, and meta.discourse.org, so the topic is discussed across several product communities.
- discourse Matomo Analytics - custom integration for Home Assistant 2026-02-09
- discourse N8n-trace: 🚀A self-hosted observability dashboard for n8n workflows 2026-03-06
- githubissues No analytics for APIs using self-hosted gateway 2020-07-23
- discourse Improving n8n by understanding usage [coming in next version] 2021-08-09
- discourse Backend data retrieve for analytics 2022-11-03
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There is also package-level usage, but only at small scale in the signals: npm packages named ultralytics, @next-book/analytics, medusa-plugin-analytics, @mochi-analytics/core, @remcostoeten/ingestion, and marple showed 1,496, 739, 625, 582, 182, and 340 downloads last month respectively.
What could go wrong Model estimate
The model's read of the signals below — not something anyone measured.
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This market is crowded and fragmented; a new generic self-hosted analytics product will run into established alternatives that are already maintained and widely starred.
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Several nearby products already bundle analytics into broader observability or product platforms, which makes pure analytics a harder standalone sell.
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The demand signal is real, but much of it is for privacy control, custom integrations, or specific workflow dashboards rather than a new core analytics engine.
- githubissues Self-hosted analytics 2025-09-24
- githubissues Set up servizio di analytics self-hosted 2026-01-23
- discourse N8n-trace: 🚀A self-hosted observability dashboard for n8n workflows 2026-03-06
- githubissues Self-hosted Studio still hard-disables Observability despite existing self-hosted analytics/log plumbing 2026-05-03
- discourse Matomo Analytics - custom integration for Home Assistant 2026-02-09
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Some competitors are in very active repos, so speed matters; users can choose from projects that were pushed in the last few days or weeks.
- github ClickHouse/ClickHouse 2016-06-02
- github langfuse/langfuse 2023-05-18
- github plausible/analytics 2018-12-04
- github hyperdxio/hyperdx 2023-09-13
- github Openpanel-dev/openpanel 2024-02-29
- github electerious/Ackee 2014-04-16
- github milesmcc/shynet 2020-04-09
- github msgbyte/tianji 2023-08-31
- github elementary-data/elementary 2021-08-30
- github Observal/Observal 2026-03-30
What to do this week Model estimate
The model's read of the signals below — not something anyone measured.
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Pick one workflow that keeps showing up in complaints, such as n8n, LiveKit, Home Assistant, or Supabase, and build the missing self-hosted dashboard or integration there instead of a general analytics platform.
- discourse N8n-trace: 🚀A self-hosted observability dashboard for n8n workflows 2026-03-06
- githubissues Enhancement: Detailed analytics/admin dashboard for Self-Hosted Livekit 2023-02-03
- githubissues Self-hosted Studio still hard-disables Observability despite existing self-hosted analytics/log plumbing 2026-05-03
- discourse Matomo Analytics - custom integration for Home Assistant 2026-02-09
- stackexchange How to change the port for Supabase self-hosted Docker service when port 4000 is already allocated? 2023-10-18
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Ship a narrow self-hosted analytics package with one clear deployment target and one chart set, because the signals repeatedly mention Docker Compose, base_uri, and dashboard visibility.
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Differentiate on privacy-preserving defaults and local-only deployment, since that is the repeated reason people avoid Google Analytics, Segment, and other third-party tools.
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Validate willingness to pay by targeting teams already asking for analytics inside their own stack, such as PostHog, Plausible, or product-specific observability dashboards.
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Avoid starting with broad BI or observability; the evidence says those spaces already have strong players, while the real openings are integration gaps and product-specific metrics.
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Check package and community demand before building more: the current package downloads are small, so distribution will matter more than raw feature count.
Competitor strength From data
Counted, not judged. Only projects that expose a hard number — stars, downloads, last commit — appear here, so they stop looking identical to each other. Products with no public metrics are discussed above instead of being given a row they cannot fill.
| Project | Stars | Downloads / mo | Activity |
|---|---|---|---|
| ClickHouse/ClickHouse | 48,995 | — | Active 2026-08-02 |
| langfuse/langfuse | 32,304 | — | Active 2026-08-01 |
| plausible/analytics | 28,298 | — | Active 2026-07-31 |
| raga-ai-hub/RagaAI-Catalyst | 16,143 | — | Slow 2026-02-11 |
| openreplay/openreplay | 12,391 | — | Active 2026-07-31 |
| getlago/lago | 10,281 | — | Active 2026-07-27 |
| hyperdxio/hyperdx | 9,791 | — | Active 2026-08-01 |
| EKKOLearnAI/hermes-studio | 9,659 | — | Active 2026-08-02 |
| hexclave/hexclave | 6,843 | — | Active 2026-08-01 |
| evidence-dev/evidence | 6,803 | — | Slow 2026-02-18 |
| Openpanel-dev/openpanel | 6,261 | — | Active 2026-07-06 |
| electerious/Ackee | 4,685 | — | Active 2026-07-25 |
- 12 open source
- 10 active
- 2 slow
- 38 first-hand complaints
- 5 communities discussing it
Domain names From data
Checked live against the registry, built from the subject of the idea rather than the first words of the sentence. A literal check is a fact; a brandable suggestion would be noise.
- analyticsweb.com taken
- analyticsweb.io available
- analytics.com taken
- getanalytics.com taken
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