Rill vs Metabase: Which BI Tool is Right for You?

Compare Rill and Metabase for business intelligence and data visualization. Rill offers fast, real-time analytics with DuckDB, while Metabase provides a mature open-source BI platform with extensive database support.

Updated 2026-09 · 2026

Rill

Fast, real-time BI with DuckDB and embedded analytics

Freefor open source / $50+ per user/month for cloud

Strengths

+Extremely fast query performance with DuckDB engine
+Real-time data refresh and streaming support
+Modern, intuitive UI with minimal setup

Weaknesses

-Smaller community and ecosystem compared to Metabase
-Limited database connector options
-Newer product with fewer integrations

Best for

Data teams needing fast analytics on large datasets with real-time requirements and modern workflows

Metabase

Open-source BI tool with simple questions and powerful dashboards

Freefor open source / $85+ per user/month for Pro

Strengths

+Mature open-source platform with large community
+Supports 20+ database types out of the box
+User-friendly query builder for non-technical users

Weaknesses

-Can be slow with very large datasets
-Self-hosting requires maintenance overhead
-Limited real-time streaming capabilities

Best for

Teams wanting a proven open-source BI solution with broad database support and easy self-hosting

Feature Comparison

Feature	Rill	Metabase
Open Source	Yes (Apache 2.0)	Yes (AGPL)
Self-Hosting	Yes, Docker/local	Yes, Docker/JAR/cloud
Database Support	DuckDB, Postgres, MySQL, limited others	20+ databases including all major SQL/NoSQL
Query Performance	Extremely fast with DuckDB engine	Good, depends on source database
Real-time Data	Native streaming support	Polling-based refresh only
Visual Query Builder	Basic, SQL-focused	Advanced, non-technical friendly
Dashboard Sharing	Public links, embedding	Public links, embedding, subscriptions
Version Control	Git-native workflow	Database-based, no native Git
Alerting	Basic notifications	Advanced alerts and subscriptions
Mobile App	No	Yes (iOS/Android)
API Access	REST API	REST API
Starting Price	Free OSS / $50/user/mo cloud	Free OSS / $85/user/mo Pro

The Verdict

Choose Rill if you need blazing-fast analytics on large datasets with real-time requirements and prefer a modern, Git-based workflow. Choose Metabase if you want a mature, battle-tested BI platform with extensive database support and a user-friendly interface for non-technical users. For most small teams on a budget, Metabase's free open-source version offers more features and flexibility, while Rill excels in performance-critical scenarios.

How to switch from Rill to Metabase

Full Rill export guide →

1Export your Rill data: use the dashboard/table export feature to download results as CSV or Parquet, and keep your Rill project's YAML/SQL model files from Git as a reference for how metrics were defined.
2Set up Metabase (self-hosted via Docker/JAR or Metabase Cloud) and connect it directly to the original data sources Rill was reading from (Postgres, MySQL, S3, cloud warehouse, etc.) rather than re-importing exported files where possible.
3Recreate your key metrics and dashboards in Metabase using its visual query builder or native SQL editor, translating Rill's YAML metric definitions into Metabase questions and dashboard cards.
4Rebuild any real-time or scheduled refresh logic as Metabase's polling-based sync schedules, and set up alerts/subscriptions to replace Rill's basic notifications.
5Re-create embedding, public links, and permissions/groups in Metabase to match what your team had exposed in Rill.
6Run both tools in parallel for a sprint, have the team validate numbers match, then switch shared links and bookmarks over to Metabase and decommission the Rill deployment.

Rill vs Metabase: common questions

How do I export my dashboards and data from Rill before switching to Metabase?+

Rill projects are defined as YAML files and SQL models in a Git repository, so your source definitions are already exportable as plain text. For the underlying data, use Rill's export feature on any dashboard or table view to download results as CSV or Parquet, then load those files or their original source (Postgres, MySQL, S3, etc.) directly into Metabase.

What features will I lose if I move from Rill to Metabase?+

You'll lose Rill's DuckDB-powered query speed on large datasets and its native real-time streaming refresh, since Metabase relies on polling-based refresh instead. You'll also lose the Git-native version control workflow for dashboards, as Metabase stores everything in its own application database.

Is Metabase's free open-source version enough for a small team?+

Yes, for most small teams the free self-hosted Metabase covers dashboards, alerts, public sharing, and 20+ database connectors without paying anything. You'll only need the paid Pro tier if you require SSO/SAML, advanced permissions, audit logs, or official cloud hosting support.

Does Metabase support the same integrations and data sources as Rill?+

Metabase supports more database types out of the box (20+ including SQL, NoSQL, and cloud warehouses), so most Rill data sources like Postgres, MySQL, and cloud data warehouses connect without issue. DuckDB itself and Rill's real-time streaming connectors don't have direct Metabase equivalents, so those pipelines need to point at their original database instead.

Will switching from Rill to Metabase cost more or less over time?+

If you self-host both, Metabase and Rill are equally free, but Metabase's broader OSS feature set (subscriptions, alerts, mobile app) means you're less likely to need a paid tier. If you were on Rill Cloud (from $50/user/month), self-hosted Metabase or its Starter plan (from $85/month, not per user) is typically cheaper for small teams under 5-10 users.