Decision comparison
Metabase vs Power BI
Metabase is the stronger starting point for a team choosing a database-centered question-and-dashboard workflow, especially when an open-source self-hosted option matters. Power BI is the stronger starting point when the project centers on a maintained analytical model and Microsoft-based report distribution. Neither choice is justified by a headline price alone. Define the permission rules, report audience and deployment first, then compare the relevant Metabase tier against the relevant Power BI licenses or capacity. A realistic pilot should use the same business question and restricted dataset in both products, with both an author and a viewer participating.
Direct comparison. These are reviewed substitutes bought for the same job, so the differences below are the ones that decide between them.
All 2 are BI platforms.
Quick Comparison
| Decision factor | Metabase | Power BI |
|---|---|---|
| Best fit | Choose Metabase when the evaluation starts with questions against an existing database: which customers returned, which orders stalled, and which dashboard a department needs. The useful test is whether colleagues can answer those questions through the query builder or a saved SQL question without creating a separate reporting project for every request. | Choose Power BI when the reporting project needs a reusable model, explicit calculations and a managed distribution workflow. It deserves particular attention when the organization already uses Microsoft licensing and identity. The evaluation should include the person maintaining the model and the people consuming its reports; a report author working alone will miss important sharing and license decisions. |
| Pricing and included users | Community Edition is free, open-source and self-hosted, with unlimited users. Paid Metabase Cloud plans start with Starter at $100/month, or $90/month billed annually, including the first 5 users, then $6 per user/month. Pro is $575/month, or $517.50/month annually, including the first 10 users, then $12 per user/month. Enterprise is custom pricing starting at $20,000/year. Both paid plans offer a 14 days free trial. | A free account is available. Power BI Pro $14.00 per user per month and Power BI Premium Per User $24.00 per user per month, both paid yearly. Power BI Embedded is priced by capacity. |
| Deployment and ownership | Metabase offers an open-source self-hosted edition and managed cloud deployment. Self-hosting gives your team responsibility for its installation, upgrades and operational care; a free software license does not remove those costs. Managed hosting moves that operational work to the vendor. Make the deployment choice alongside backup ownership and access requirements rather than treating it as a procurement detail. | The usual Power BI workflow combines Windows-based Desktop authoring with the cloud service for publishing and collaboration. Power BI Report Server also provides an on-premises reporting option, so describing the product as cloud-only would be misleading. Treat Report Server as its own deployment and licensing evaluation rather than assuming it duplicates every capability of the cloud service. |
| Authoring workflow | Metabase combines a visual query builder with SQL authoring and shared dashboards. That is a practical starting point when analysts already express business logic in database queries. During a pilot, have an analyst create a question and ask a business colleague to adapt it. That handoff reveals more than a demonstration using an already polished dashboard. | Power BI uses Power Query for preparation and DAX for model calculations. This creates a different implementation task from transferring a collection of SQL questions into dashboards. Ask the pilot team to define a shared metric, build a report around it and change that definition. Review who owns the model and how that change affects downstream reports. |
| Governance and distribution | Evaluate Metabase Pro when requirements include row and column permissions, SSO, auditing or white-label embedding. These requirements change the relevant starting price: the Starter headline is not an adequate budget for a Pro feature requirement. Test access with real user groups and a restricted dataset before approving a rollout, including any customer-facing embedded experience. | Power BI provides workspaces and apps for distributing reports, alongside row-level security and administrative controls. Sharing is a licensing question as well as a technical feature. Separate internal viewers from external application users, identify the distribution route, and validate those users' access. Customer-facing analytics should be evaluated against the Embedded capacity offering rather than assuming every viewer follows the Pro per-user model. |
Metabase
- Best fit:
- Choose Metabase when the evaluation starts with questions against an existing database: which customers returned, which orders stalled, and which dashboard a department needs. The useful test is whether colleagues can answer those questions through the query builder or a saved SQL question without creating a separate reporting project for every request.
- Pricing and included users:
- Community Edition is free, open-source and self-hosted, with unlimited users. Paid Metabase Cloud plans start with Starter at $100/month, or $90/month billed annually, including the first 5 users, then $6 per user/month. Pro is $575/month, or $517.50/month annually, including the first 10 users, then $12 per user/month. Enterprise is custom pricing starting at $20,000/year. Both paid plans offer a 14 days free trial.
- Deployment and ownership:
- Metabase offers an open-source self-hosted edition and managed cloud deployment. Self-hosting gives your team responsibility for its installation, upgrades and operational care; a free software license does not remove those costs. Managed hosting moves that operational work to the vendor. Make the deployment choice alongside backup ownership and access requirements rather than treating it as a procurement detail.
- Authoring workflow:
- Metabase combines a visual query builder with SQL authoring and shared dashboards. That is a practical starting point when analysts already express business logic in database queries. During a pilot, have an analyst create a question and ask a business colleague to adapt it. That handoff reveals more than a demonstration using an already polished dashboard.
- Governance and distribution:
- Evaluate Metabase Pro when requirements include row and column permissions, SSO, auditing or white-label embedding. These requirements change the relevant starting price: the Starter headline is not an adequate budget for a Pro feature requirement. Test access with real user groups and a restricted dataset before approving a rollout, including any customer-facing embedded experience.
Power BI
- Best fit:
- Choose Power BI when the reporting project needs a reusable model, explicit calculations and a managed distribution workflow. It deserves particular attention when the organization already uses Microsoft licensing and identity. The evaluation should include the person maintaining the model and the people consuming its reports; a report author working alone will miss important sharing and license decisions.
- Pricing and included users:
- A free account is available. Power BI Pro $14.00 per user per month and Power BI Premium Per User $24.00 per user per month, both paid yearly. Power BI Embedded is priced by capacity.
- Deployment and ownership:
- The usual Power BI workflow combines Windows-based Desktop authoring with the cloud service for publishing and collaboration. Power BI Report Server also provides an on-premises reporting option, so describing the product as cloud-only would be misleading. Treat Report Server as its own deployment and licensing evaluation rather than assuming it duplicates every capability of the cloud service.
- Authoring workflow:
- Power BI uses Power Query for preparation and DAX for model calculations. This creates a different implementation task from transferring a collection of SQL questions into dashboards. Ask the pilot team to define a shared metric, build a report around it and change that definition. Review who owns the model and how that change affects downstream reports.
- Governance and distribution:
- Power BI provides workspaces and apps for distributing reports, alongside row-level security and administrative controls. Sharing is a licensing question as well as a technical feature. Separate internal viewers from external application users, identify the distribution route, and validate those users' access. Customer-facing analytics should be evaluated against the Embedded capacity offering rather than assuming every viewer follows the Pro per-user model.
Public signals
Verified factual signals only. Bars appear only for like-for-like metrics with five weekly assessments for every tool; missing evidence stays explicit. These signals do not establish enterprise adoption, product quality, or total cost.
| Metric | Metabase | Power BI |
|---|---|---|
| Docker Hub pulls(Product adoption) | 279.2M | Not available |
| GitHub commits, 90d(Product adoption) | 2.3k | Not available |
| GitHub stars(Product adoption) | 50,000+ | Not available |
| Search interest(Market interest) | 1 | 76 |
| Hacker News mentions, 90d(Community interest) | 11 | 2 |
| npm weekly downloads(Developer adoption) | 80.6k | 619.6k |
| Product Hunt comments(Community interest) | 30 | 0 |
| Product Hunt rating(Community interest) | 4.9/5 | Unavailable |
| Product Hunt reviews(Community interest) | 24 | 0 |
| Product Hunt votes(Community interest) | 314 | 2 |
| Stack Overflow questions(Community interest) | 374 | 20.5k |
| GitHub commits, 90d(Developer adoption) | Not available | 4 |
| GitHub stars(Developer adoption) | Not available | 1,000+ |
As of November 9, 2026 — updated weekly.
Health & risk evidence
Observed public-source checks for mapped package versions and repositories.
Metabase
November 9, 2026Package vulnerabilities
npm · @metabase/embedding-sdk-react@0.65.2
0 vulnerabilities
across 1 package
Repository security score
github.com/metabase/metabase
7.1/10
Power BI
November 9, 2026Package vulnerabilities
npm · powerbi-client@2.25.0
0 vulnerabilities
across 1 package
Repository security score
github.com/microsoft/PowerBI-JavaScript
7.4/10
Interface Preview
Metabase
Power BI
Feature Comparison
| Feature | Metabase | Power BI |
|---|---|---|
| Building and maintaining analytics | ||
| Visual authoring | Query builder for exploring connected data and creating saved questions. | Desktop report authoring with model preparation and visual report design. |
| Calculation workflow | SQL questions let analysts express database logic directly; validate how reusable definitions are maintained. | DAX calculations and model relationships support a shared analytical model; budget for ownership of that model. |
| Dashboard delivery | Saved questions and dashboards form the primary team reporting workflow. | Reports and dashboards are published through the service and distributed using workspaces and apps. |
| Preparing source data | Start the pilot from the actual database tables and queries your team expects to expose. | Power Query provides a preparation workflow; review transformations alongside the report model. |
| Changing a business metric | Test the change across shared questions and dashboards rather than judging a single working SQL query. | Test the model calculation and each dependent report rather than judging a single visual. |
| Operating and distributing the result | ||
| Self-hosted option | Open-source Community Edition supports self-hosting; the operator owns the running installation. | Report Server is the on-premises reporting option; evaluate its specific capabilities and licensing. |
| Managed service | Metabase Cloud provides a managed deployment with vendor-run setup, backups and upgrades. | The Power BI service provides cloud publishing, collaboration and administration. |
| Restricted data access | Pro includes row and column permissions; exercise the required policy with actual user groups. | Row-level security is available; test role assignment and report access for the intended distribution route. |
| Embedded analytics | Pro includes multitenant and white-label embedding capabilities; check the embedding plan against the intended audience. | Power BI Embedded supports customer-facing application analytics and is priced by capacity. |
| Paid collaboration entry point | Starter includes an initial group of users; Pro is a different base fee with different included users and additional-user pricing. | Pro uses per-user licensing; first check whether existing E5 licenses already include it. |
| Higher-tier procurement | Enterprise uses custom pricing with a published annual starting point; confirm the support and deployment terms in the quote. | Premium Per User and capacity offerings are separate choices; do not treat a per-user rate as a capacity quote. |
Building and maintaining analytics
Visual authoring
Calculation workflow
Dashboard delivery
Preparing source data
Changing a business metric
Operating and distributing the result
Self-hosted option
Managed service
Restricted data access
Embedded analytics
Paid collaboration entry point
Higher-tier procurement
Which to choose
Metabase is the stronger starting point for a team choosing a database-centered question-and-dashboard workflow, especially when an open-source self-hosted option matters. Power BI is the stronger starting point when the project centers on a maintained analytical model and Microsoft-based report distribution. Neither choice is justified by a headline price alone. Define the permission rules, report audience and deployment first, then compare the relevant Metabase tier against the relevant Power BI licenses or capacity. A realistic pilot should use the same business question and restricted dataset in both products, with both an author and a viewer participating.
Best-fit scenarios
Choose Metabase if:
Choose Metabase when your analysts already work in SQL, the data is available in a database, and business users need an approachable route from questions to dashboards. Begin the pilot with Community Edition if self-hosting and its feature set meet the requirement; include the time spent operating it in the decision. Choose a paid plan according to the capabilities you need, not merely the number of colleagues. A requirement for Pro permissions or white-label embedding makes Pro the relevant commercial comparison even for a small team. Before committing, ask a non-author to modify a question, verify restricted access, and nominate an owner for shared definitions. Prefer Power BI instead when the real implementation task is maintaining a reusable DAX model and distributing standardized reports through the Microsoft environment.
Choose Power BI if:
Choose Power BI when the organization is prepared to maintain a shared analytical model and wants report authoring, calculations and distribution to follow that model. Check E5 entitlements before buying incremental Pro licenses, then map which people author, publish and consume each report. Include Power Query and DAX ownership in the implementation estimate; a working demonstration is not a maintenance plan. If customers will view analytics inside your own product, evaluate Embedded capacity separately. If cloud deployment is unsuitable, examine Report Server directly rather than ruling Power BI out on an incorrect cloud-only assumption. Prefer Metabase when your team primarily wants direct database exploration and does not want to make a modeled reporting environment the center of the project.
These scenarios reflect the available product evidence. Your requirements, existing stack, and team expertise should guide the final decision.
Frequently Asked Questions
How do the free options differ?
Metabase Community Edition is free, open-source and self-hosted, with unlimited users in the catalogued offering. Power BI offers a free account, but the published pricing page directs users to paid plans for report sharing. Compare the complete author-to-viewer workflow rather than whether one person can create a report for free. Include the infrastructure and maintenance costs of self-hosting, and verify the licenses needed to share Power BI reports with the intended audience.
What changed in the Metabase paid-plan comparison?
Starter and Pro have different base fees and included-user allowances. Starter is $100/month with 5 users included, then $6 per additional user/month. Pro is $575/month with 10 users included, then $12 per additional user/month. The annual-billing equivalents listed in the catalogue are $90/month and $517.50/month respectively. Enterprise starts at $20,000/year with custom terms. Do not attach Starter's price to Pro's permission, auditing or white-label requirements. Confirm billing terms against the vendor's pricing page before purchase.
Is Power BI only available as a cloud service?
No. Desktop is the Windows authoring application, the service handles cloud publishing and collaboration, and Report Server is an on-premises reporting option. An on-premises requirement needs a specific Report Server evaluation, including its licensing and feature differences. It does not establish that Power BI is unavailable, nor does it establish that every cloud capability is available in the on-premises product.
Can either product provide customer-facing embedded analytics?
Both vendors offer embedding capabilities. Evaluate Metabase's embedding and permission requirements against the appropriate paid plan, including Pro's multitenant and white-label capabilities. For Power BI, evaluate Embedded capacity and the application's authentication and distribution design. Use a pilot with two customers' restricted datasets, then check that each customer sees only its own data. An internal dashboard demonstration does not validate a multitenant customer application or establish its production cost.
What should we test before migrating reports?
Choose one important report and document its data preparation, metric definitions, access rules and audience. Rebuild that workflow in the candidate product and compare the resulting totals with the existing report. Then change a metric and a user permission to test maintenance as well as initial authoring. Include the analyst, the person responsible for access and a report consumer. This comparison uses catalogued plan information and official product documentation; it does not claim benchmark results or a hands-on performance test.
Which official sources should buyers check?
Check [Metabase pricing](https://www.metabase.com/pricing) for plan inclusions and billing terms, [Power BI pricing](https://www.microsoft.com/en-us/power-platform/products/power-bi/pricing) for per-user and capacity options, and [Microsoft's Power BI overview](https://learn.microsoft.com/en-us/power-bi/fundamentals/power-bi-overview) for the Desktop, service and Report Server distinction. Existing contracts, region and the selected distribution model can affect a purchase. Reconfirm the exact configuration rather than treating this comparison as a vendor quote.