{"category":{"slug":"self-hosted-analytics","label":"Self-hosted analytics"},"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","date":"2026-08-29","engine":null,"available_dates":["2026-08-30","2026-08-29","2026-08-13","2026-08-07","2026-08-06","2026-07-29","2026-07-26","2026-07-25","2026-07-20","2026-07-19","2026-07-01","2026-06-30","2026-06-23","2026-06-17","2026-06-16"],"policy":{"quotable_engines":["anthropic","openai","gemini"],"max_excerpt_chars":400,"full_text_public":false,"customer_runs_public":false,"full_text_retention":"retained at least 24 months, then operator review","notes":["Only Index category runs are archived publicly — customer scans never appear.","The quotable unit is a short excerpt of at most 400 characters, never the full answer.","Engines outside the verbatim allowlist are recorded as having answered, with the excerpt withheld under their terms.","Prompt intent is published; the prompt text itself is not."]},"status":"ok","count":21,"limit":50,"truncated":false,"engines":[{"engine":"gemini","count":7,"withheld":false,"answers":[{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"alternatives","excerpt":"Many lightweight, open-source alternatives exist for organizations looking to move away from large, proprietary cloud analytics platforms. These solutions often provide similar functionalities for data warehousing, business intelligence, ETL, and web analytics, but with greater control, potentially lower costs, and increased flexibility.\n\nHere are some prominent open-source alternatives across dif","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"alternatives","excerpt":"For teams seeking to move away from expensive per-pageview pricing models offered by many SaaS analytics tools, several robust self-hosted alternatives provide greater control over data and costs. These solutions typically offer a one-time setup cost and ongoing maintenance, rather than usage-based fees, making them predictable for scaling teams.\n\nHere are some prominent self-hosted analytics alte","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"best_in_category","excerpt":"For a privacy-focused SaaS product, selecting a self-hosted analytics platform is crucial for maintaining data ownership and ensuring compliance with regulations like GDPR. Several excellent open-source options prioritize privacy while offering robust analytics capabilities.\n\nHere are some of the best self-hosted analytics platforms for a privacy-focused SaaS product:\n\n*   **Plausible Analytics**","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":378,"end":387,"name":"Plausible"}]},{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"best_in_category","excerpt":"For small businesses seeking open-source web analytics tools that allow them to bypass cookie banners, several privacy-focused options are available that collect data without using cookies or persistent personal identifiers. These tools are designed with GDPR and other privacy regulations in mind, minimizing the need for explicit user consent.\n\nTop recommendations include:\n\n*   **Plausible Analyti","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":383,"end":392,"name":"Plausible"}]},{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"comparison","excerpt":"Choosing the right self-hosted, open-source analytics tool depends heavily on whether your team primarily consists of developers or marketers, as each role typically prioritizes different features and levels of technical control.\n\nSelf-hosted open-source analytics platforms provide complete data ownership, enhanced privacy, and the flexibility to customize and integrate with existing infrastructur","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"problem_solving","excerpt":"Setting up self-hosted analytics on your own server offers greater control over your data, enhanced privacy, and can help ensure compliance with regulations like GDPR. Popular open-source options include Matomo, Plausible, PostHog, Umami, and GoatCounter. While the specific steps vary slightly for each platform, the general process involves provisioning a server, installing necessary software, con","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":204,"end":210,"name":"Matomo"},{"start":212,"end":221,"name":"Plausible"},{"start":223,"end":230,"name":"PostHog"},{"start":232,"end":237,"name":"Umami"},{"start":243,"end":254,"name":"GoatCounter"}]},{"engine":"gemini","answered_on":"2026-08-29","prompt_intent":"recommendation","excerpt":"For self-hosted analytics that ensure GDPR compliance without third-party data sharing, several robust and privacy-focused options are available. The core benefit of self-hosting is that you retain complete control over your data, ensuring it never leaves your infrastructure and mitigating risks associated with third-party data transfers and processing.\n\nKey features to look for in these solutions","excerpt_withheld":false,"withheld_reason":null,"highlights":[]}]},{"engine":"openai","count":7,"withheld":false,"answers":[{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"alternatives","excerpt":"If by “big cloud analytics platforms” you mean Snowflake, BigQuery, Redshift, or Databricks-style workloads, there are several good open-source options. The main distinction is whether you need an actual shared warehouse or just a fast analytics engine.\n\n- DuckDB — probably the lightest option. It runs in-process rather than requiring a database server and is excellent for SQL over Parquet/CSV and","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":257,"end":263,"name":"DuckDB"}]},{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"alternatives","excerpt":"If your main goal is predictable analytics costs rather than a bill that grows with pageviews/events, these are the self-hosted options I’d look at:\n\n- Umami — lightweight, straightforward web analytics. Good Plausible/Fathom-style alternative when you mostly care about traffic, referrers, campaigns, and basic events.\n- Plausible Community Edition — privacy-oriented and intentionally simpler than","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":152,"end":157,"name":"Umami"},{"start":209,"end":218,"name":"Plausible"},{"start":219,"end":225,"name":"Fathom"},{"start":322,"end":331,"name":"Plausible"}]},{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"best_in_category","excerpt":"For a privacy-focused SaaS, I’d pick Umami as the default choice in 2026, unless you need unusually deep product analytics.\n\nUmami is a strong fit because it is genuinely simple to operate, self-hosts cleanly with Docker/PostgreSQL, doesn't use cookies or cross-site tracking, and doesn't collect personal data by design. Its current v3 also supports custom events, funnels, journeys, retention, coho","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":37,"end":42,"name":"Umami"},{"start":125,"end":130,"name":"Umami"},{"start":214,"end":220,"name":"Docker"},{"start":221,"end":231,"name":"PostgreSQL"}]},{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"best_in_category","excerpt":"For most small businesses, I’d pick Plausible Analytics.\n\nIt hits the sweet spot of simplicity, privacy, and usefulness:\n\n- Plausible — best overall. Open source (AGPL), cookieless, lightweight, and available either self-hosted or as a managed service. Plausible explicitly states that its default analytics don't require a cookie-consent banner because it doesn't use cookies or collect personal dat","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":36,"end":45,"name":"Plausible"},{"start":124,"end":133,"name":"Plausible"},{"start":253,"end":262,"name":"Plausible"}]},{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"comparison","excerpt":"For self-hosted, open-source analytics, the best fit depends heavily on whether the team wants product/developer telemetry or marketing/web analytics.\n\n- Developers / product teams → PostHog. Strong for event-based product analytics, funnels, retention, feature flags, session replay, and experimentation. It’s the closest open-source option to an integrated product-engineering analytics stack.\n- Ma","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":183,"end":190,"name":"PostHog"}]},{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"problem_solving","excerpt":"Yes. A clean way to replace Google Analytics or another cloud tracker is to run an open-source analytics application behind a subdomain such as `analytics.example.com`, store its database locally, and put its tracking script on your sites.\n\nFor most small-to-medium sites, I'd choose between:\n\n- Umami — lightweight and relatively simple; good for page views, referrers, campaigns, events, funnels, j","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":28,"end":44,"name":"Google Analytics"},{"start":296,"end":301,"name":"Umami"}]},{"engine":"openai","answered_on":"2026-08-29","prompt_intent":"recommendation","excerpt":"If your priorities are specifically self-hosted + GDPR-friendly + no analytics data sent to a third-party provider, I’d narrow it to three:\n\n- Umami — best default for most sites. Lightweight, open source, cookie-free by default, and can run entirely on your own infrastructure/database. Umami says it does not automatically collect personal information and anonymizes visitor data by default. ([umam","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":143,"end":148,"name":"Umami"},{"start":288,"end":293,"name":"Umami"}]}]},{"engine":"perplexity","count":7,"withheld":true,"answers":[{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"alternatives","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"alternatives","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"best_in_category","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"best_in_category","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"comparison","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"problem_solving","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]},{"engine":"perplexity","answered_on":"2026-08-29","prompt_intent":"recommendation","excerpt":null,"excerpt_withheld":true,"withheld_reason":"source_terms","highlights":[]}]}]}