4 Best Self-Hosted Analytics Solutions
SmartData Collective, Wednesday, November 4th, 2026
Compares Matomo, Umami, Ackee and PostHog as self-hosted analytics options across privacy, data scope and maintenance load.
Self-hosting analytics keeps visitor data on an organization's own infrastructure, can simplify consent and gives control over how long history is kept, but it means taking on hosting, maintenance and updates.
The article compares four options, starting with Matomo, a mature PHP and MySQL suite with many plugins, used on over 1.4 million websites.
Umami and Ackee are lightweight, cookieless traffic dashboards, while PostHog pairs product analytics with feature flags and session replays.
The choice comes down to matching data scope and features to a team's server administration capacity, remembering that a free license can still mean rising infrastructure costs.