You can build an entire "stack" with Python, AWS S3, MetaBase + AWS free tier. Its not going to be entirely free but S3 if used properly can be used for about $2 a month if its under under 100 GB and the destination is within the AWS network. Answer from Spartyon on reddit.com
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InetSoft
inetsoft.com › home › business › top 10 open source bi tools
Top 10 Open Source BI Tools | InetSoft Technology
Tools like Metabase and Redash are great for simplicity and ease of use, while Apache Superset and Grafana offer more advanced features for technical users. Pentaho and Jaspersoft provide robust, enterprise-grade solutions but may require more configuration. For a more visualization-heavy approach, ...
Discussions

Open source BI tools? What are your thoughts on open source BI tools? Which ones are the best/most interesting and what are the Pros and Cons of open source BI tools?
You can build an entire "stack" with Python, AWS S3, MetaBase + AWS free tier. Its not going to be entirely free but S3 if used properly can be used for about $2 a month if its under under 100 GB and the destination is within the AWS network. More on reddit.com
🌐 r/BusinessIntelligence
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September 17, 2021
Are there any modern BI tools that work like MicroStrategy common metadata based solution?
There’s nothing in the market like Microstrategy. We used MSTR for 8 years and got acquired by a company that had PowerBI. It’s a totally different approach in terms of common semantic layer. Which is everyone building their own data extraction for their own reports. No single version of the truth. I pushed really hard to be able to manage our own data with business transformation and managing a handful of datasets so we can have something similar to Microstrategy. More on reddit.com
🌐 r/BusinessIntelligence
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May 8, 2024
People also ask

What are the best open-source on-premise BI tools available today?
Some of the top open-source BI tools include Metabase, Apache Superset, Redash, Knowage, and Helical Insight — which offers end-to-end BI, NLP analytics, workflow automation, and deep customization options.
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helicalinsight.com
helicalinsight.com › home › blog › top 5 open source on premise bi tools you can deploy today
Top 5 Open Source On Premise BI Tools You Can Deploy Today - Helical ...
What are the common challenges of using open-source BI tools?
Common challenges include technical setup, limited support, and customization needs. Helical Insight overcomes these with rich documentation, API extensibility, and direct enterprise support.
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helicalinsight.com
helicalinsight.com › home › blog › top 5 open source on premise bi tools you can deploy today
Top 5 Open Source On Premise BI Tools You Can Deploy Today - Helical ...
Which open-source BI tool is most scalable for enterprise use?
Helical Insight is designed for scalability, supporting cross-database joins, large datasets, and multi-tenant deployments — ideal for enterprises and SaaS providers.
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helicalinsight.com
helicalinsight.com › home › blog › top 5 open source on premise bi tools you can deploy today
Top 5 Open Source On Premise BI Tools You Can Deploy Today - Helical ...
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PostHog
posthog.com › blog › best-open-source-business-intelligence-tools
7 best free open source business intelligence tools right now
PostHog can connect to many of the popular data warehouse providers including S3, R2, GCS, Snowflake, BigQuery, and more. ... Yes. PostHog's hosted Cloud version and all of its business intelligence features are free to use. It comes with 1 million events and 1 million rows synced for free every month. Beyond this, pricing is usage-based and totally transparent. ... Yes. PostHog AI can generate and fix SQL queries for you, answer questions about your data, and more. ... Metabase is an open source analytics tool that easily connects to your existing database.
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Atlan
atlan.com › home › open-source-data-lineage-tools
Open Source Data Lineage Tools in 2024: Top 5 Options
October 26, 2024 - A few other tools will soon be feature-rich and advanced enough to be a part of this list, such as DataHub and Spline. DataHub has a feature planned for the first quarter of 2022 covering column-level lineage for BigQuery, dbt, and Looker.
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Open Data Science
opendatascience.com › home › blog › ten open-source business intelligence tools for improved roi and productivity
Ten Open-Source Business Intelligence Tools for Improved ROI and Productivity
November 20, 2025 - Here's an overview of ten free and open-source business intelligence tools that can transform your data strategy without breaking the bank.
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Monte Carlo
montecarlodata.com › blog-open-source-bi-tools
Top Open Source BI Tools In 2025 (Quick Reference Guide)
January 9, 2025 - Seal Report is an open source project framework for daily reporting from any database, providing basic querying, charts, and web reports. It differs from other tools in that it was developed for the Microsoft .Net Framework. The Jaspersoft Business Intelligence Suite Community Edition is a platform consisting of different components. JasperReports is the reporting server, which can create analytics to be embedded or otherwise shared. The BI Suite also includes Jaspersoft Studio, which is an Eclipse-based report designer that features a report editing interface for visual report design that allows you to create complex layouts and preview your data.
Find elsewhere
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Datafold
datafold.com › blog › the-modern-data-stack-open-source-edition
The modern data stack: Open-source edition | Datafold
ClickHouse is one of the most mature and prolific open-source data warehousing technologies originating at Yandex (aka the Google of Russia). It powers Yandex Metrica (a competitor to Google Analytics) and processes over 20 billion events daily in a multi-petabyte deployment. Hydra is a newer player that builds upon PostgreSQL. As an extension to PostgreSQL, Hydra has excellent interoperability with other tools while adding powerful analytical features and optimizations to PostgreSQL.
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Helical Insight
helicalinsight.com › home › blog › top 5 open source on premise bi tools you can deploy today
Top 5 Open Source On Premise BI Tools You Can Deploy Today - Helical Insight
November 3, 2025 - Discover the top 5 open-source on-premise BI tools. Compare Helical Insight, Superset, and Metabase for flexibility, security, and scalability.
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DataBrain
usedatabrain.com › blog › open-source-bi
7 Best Open Source BI Tools Compared: Features & Limitations
April 10, 2025 - In this guide, we will explore Embedded BI through the lens of open source and how it benefits your business. Business Intelligence (BI) is how organizations collect, analyze, and show business data to make decisions. It includes gathering data, storing it, analyzing it, and presenting insights. Taking BI to the next level, Embedded Business Intelligence (Embedded BI) seamlessly integrates analytical tools directly into existing software applications or business processes.
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Posit
posit.co › home
Posit | The Open-Source Data Science Company
September 17, 2025 - Thousands of professional data science teams rely on our solutions and expertise to get the most out of their investments in R and Python. We'd love to help you adopt open-source data science at scale with tools built for data scientists, by data scientists.
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Kanerika
kanerika.com › home › blogs › top 10 open-source business intelligence tools for growing businesses
Top 10 Open-Source Business Intelligence Tools for Growing Businesses
September 19, 2025 - Discover the best Open-Source Business Intelligence Tools for startups and enterprises to analyze data, cut costs, and scale in 2025.
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Domo
domo.com › learn › article › open-source-bi-tools
10 Best Open Source & Free BI Tools for 2025
Discover the top 10 open source & free BI tools for 2025. Explore cost-effective solutions for data visualization & analysis, and see how Domo scales your insights.
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Streamlit
streamlit.io
Streamlit • A faster way to build and share data apps
Streamlit is an open-source Python framework for data scientists and AI/ML engineers to deliver interactive data apps – in only a few lines of code.
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Netguru
netguru.com › home page › blog › top 5 open-source and commercial bi tools in 2025
Top 5 Open-Source And Commercial BI Tools in 2025
July 31, 2025 - The most popular commercial offerings are Tableau, Power BI and Qlik. Alongside these, there are several open-source BI tools to choose from, including Superset and Metabase, whereby the license is free or much cheaper.
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Medium
medium.com › @kanerika › top-10-open-source-business-intelligence-tools-for-growing-businesses-f45a39e8fc1c
Top 10 Open-Source Business Intelligence Tools for Growing Businesses | by Kanerika Inc | Medium
September 24, 2025 - DraftKings uses Databricks and Delta Lake to power real-time fraud detection. Shopify relies on Metabase to help teams explore data without needing SQL. Even NASA has utilized open-source BI tools to visualize mission data and enhance internal ...
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OpenAlternative
openalternative.co › home › categories › data & analytics › business intelligence & reporting › bi platforms
Best Open Source BI Platforms (2025)
A curated collection of the best free and open source platforms for connecting data sources, querying data, and building dashboards.
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Airbyte
airbyte.com › data integration platform › top etl tools for sources › data analytics tools
20 Best Data Analytics Tools Ranked For 2025 | Airbyte
2 weeks ago - Its LookML (Looker Modeling Language) enables data analysts to define data relationships, metrics, and business logic in a way that is both transparent and maintainable. ... Apache Spark is an open-source distributed computing framework for ...
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Medium
medium.astrafy.io › the-open-source-edge-comparing-top-bi-tools-with-their-paid-rivals-e115722e4989
The Open Source Edge: Comparing Top BI Tools with Their Paid Rivals | by Greta Lerer | Oct, 2025 | Astrafy
October 27, 2025 - At Astrafy, we had the opportunity to help a client migrate from a well known commercial cloud-based BI tool to Superset. Not only was the process smooth, intuitive and efficient, but it was life changing to the client — they reported €50k savings per year. With savings like that, the client didn’t just switch tools, they unlocked room for innovation. Best for: Small teams that just want quick answers without a lot of setup · When speaking about Open Source Business Intelligence tools, Metabase often emerges as a controversial topic.
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Grafana
grafana.com
Grafana: The open and composable observability platform | Grafana Labs
Grafana is the open source analytics & monitoring solution for every database.
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Metabase
metabase.com
Open source Business Intelligence and Embedded Analytics
Try Metabase Cloud free Deploy Metabase Open Source ... To view this video please enable JavaScript and consider upgrading to a web browser that supports HTML5 video ... Run docker run -d -p 3000:3000 metabase/metabase to spin up your free ...