We need to cut software subscription costs, so what are the most reliable open-source alternatives to Mixpanel for product analytics?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to cut software subscription costs, so what are the most reliable open-source alternatives to Mixpanel for product analytics?
4 real searches · 1 real-search pass
best open source product analytics alternatives to Mixpanel PostHog Matomo Countly Umami 2026 self hosted featuresGoogle ↗
OBSERVEDComparison
PostHog open source license self-hosted product analytics funnels retention cohorts documentationGoogle ↗
OBSERVEDReason
Countly Community Edition open source product analytics license self-hosted featuresGoogle ↗
OBSERVEDOther / navigational
Matomo open source product analytics events funnels cohorts self hosted licenseGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best open source product analytics alternatives to Mixpanel PostHog Matomo Countly Umami 2026 self hosted features Google ↗
PostHog open source license self-hosted product analytics funnels retention cohorts documentation Google ↗
Countly Community Edition open source product analytics license self-hosted features Google ↗
Matomo open source product analytics events funnels cohorts self hosted license Google ↗
- Self-host PostHog - Docs · posthog.com
- posthog.com/contents/docs/self-host/open-source/disclaimer.mdx at master · PostHog/posthog.com · github.com
- 9 best open source analytics tools for developers and startups · posthog.com
- posthog.com · posthog.com
- GitHub · github.com
- countly.com · countly.com
- GitHub · github.com
- openpanel.dev · openpanel.dev
- GitHub · github.com
- matomo.org · matomo.org
- GitHub · github.com
- umami.is · umami.is
- GitHub · github.com
- plausible.io · plausible.io
- GitHub · github.com
- Best Open-Source Mixpanel Alternatives in 2026 · trendingreview.com
- Self-hosted analytics tools, compared (2026): PostHog, Countly, OpenPanel, Umami, Matomo, Plausible and Mixdive · mixdive.com
- Self-Hosted Mixpanel Alternative: 5 Product Analytics Tools to Replace It (2026) · helionlabs.dev
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best open source product analytics alternatives to Mixpanel PostHog Matomo Countly Umami 2026 self hosted features OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
PostHog open source license self-hosted product analytics funnels retention cohorts documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Countly Community Edition open source product analytics license self-hosted features OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Matomo open source product analytics events funnels cohorts self hosted license OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |