01
Wren AI
AI Tool
Wren AI is an open-source GenBI data agent designed for teams and AI agents. It enables users to ask questions in plain language and receive trusted answers built on controlled business definitions.
98.0
Best Self-hosted AI product analytics tools in 2026
10 ranked, with a plain verdict on every entry.
Wren AI ranks first among the top 10 Self-hosted AI product analytics tools in 2026, with a Lister Score of 98.0.
Wren AI comes first on this list for Data teams seeking governed analytics, and ensures every answer uses a context layer and respects access rules. Nixtla is built for enterprise teams requiring scalable forecasting. Plat.AI serves Data analysts, and allows users to create and deploy custom models without writing code.RANKENTRYSCORETRENDFROM
1Wren AIThe AI tool connects to over twenty data warehouses without requiring ETL or migration98.0NEW–
Wren AIThe AI tool connects to over twenty data warehouses without requiring ETL or migration98.0NEW–2
NixtlaThe AI tool supports flexible deployment options including self-hosted and cloud solutions96.0NEW–
NixtlaThe AI tool supports flexible deployment options including self-hosted and cloud solutions96.0NEW–3
Plat.AIThe AI tool enables rapid model deployment with real-time predictive analytics capabilities96.0NEW–
Plat.AIThe AI tool enables rapid model deployment with real-time predictive analytics capabilities96.0NEW–4
CountlyOffers self-hosted deployment for complete data control94.0NEWFree (self-hosted); cloud from £99/month
CountlyOffers self-hosted deployment for complete data control94.0NEWFree (self-hosted); cloud from £99/monthCURATED · UPDATED REGULARLY
The ranking, in detail
02
Nixtla
AI Tool
Nixtla provides a unified engine for time series forecasting and anomaly detection. It offers production-ready predictions through TimeGPT and an open-source ecosystem.
96.0
03
Plat.AI
Automated predictive analytics software for fast model building
Plat.AI is a real-time decision-making engine offering buildable and maintainable AI for any platform. It delivers fast results without requiring coding experience from its users.
96.0
04
Countly
Product analytics and push messaging platform
Countly is a privacy-focused digital analytics platform that empowers businesses to capture and act on first-party data. It enables organisations to understand users across devices while maintaining full data ownership and compliance.
94.0
05
Actable AI
Taking actual actions from causal insights
Actable AI is a low-code platform for causal decision intelligence. It enables users to make faster and unbiased business decisions.
92.0
06
CVEDIA
Built for the edge and proven in defence.
CVEDIA is an AI video analytics platform that transforms raw footage into actionable intelligence. It offers a full pipeline from synthetic data training to edge deployment.
92.0
07
minusx.ai
Open source agentic BI for founders
Minusx.ai is an agentic data platform that places a state-of-the-art data agent at its core.
88.0
08
Terno AI
Conversational AI Data Scientist for enterprise databases
Terno AI is an intelligent analytics platform that combines large language models with data science. It enables teams to generate SQL and uncover insights instantly without technical expertise.
86.0
09
Medeloop
From question to evidence, with data you can trust
Medeloop is an agentic clinical intelligence platform. It transforms research questions into defensible evidence using real-world data.
84.0
10
Mito
AI Tool
Mito is an AI Jupyter Notebook extension that accelerates data workflows. It enables users to generate insights and automations rapidly.
84.0
Not on this ranking?
Positions 1, 2 and 3 are available to buy for twelve months.
Frequently asked questions
What is the best Self-hosted AI product analytics tools?
Wren AI ranks first on Lister. Wren AI is an open-source GenBI data agent designed for teams and AI agents. It enables users to ask questions in plain language and receive trusted answers built on controlled business definitions.
What are the top 10 Self-hosted AI product analytics tools?
1. Wren AI; 2. Nixtla; 3. Plat.AI; 4. Countly; 5. Actable AI; 6. CVEDIA; 7. minusx.ai; 8. Terno AI; 9. Medeloop; 10. Mito.
Are there free options for Self-hosted AI product analytics tools?
Countly lists a free option in the recorded pricing. Check the provider's current terms and limits.
Who are these AI tools built for?
Wren AI says it is built for Data teams seeking governed analytics, and Nixtla for enterprise teams requiring scalable forecasting. Plat.AI says it is built for Data analysts, and Actable AI for business users and data scientists.
What should a buyer check before signing up?
Plat.AI states that Plat.AI may not yield the same accuracy as black-box solutions. Actable AI states that the free plan restricts machine learning models to public data only, and Medeloop that Study credits expire twelve months after purchase and do not renew automatically. Mito states that Mito lacks some advanced features like script scheduling which are still coming soon. Those are the limits each AI tool publishes itself, not a full account of any plan.
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