Metabase vs Redash

Comparing Metabase and Redash for teams that want to query and visualize data without paying for a heavyweight BI platform like Looker or Tableau.

Updated 2026-10 · 2026

Metabase

Open-source BI tool for asking questions and sharing dashboards

Free (open-source, self-hosted); Cloud Starter from $85/momonth

Strengths

+No-code query builder lets non-technical users explore data without SQL
+Clean, modern dashboard UI with alerts and scheduled email/Slack reports
+Free self-hosted version has no user limits or feature gating on core BI features

Weaknesses

-Self-hosting requires maintaining your own server and upgrades
-Cloud plans get expensive fast as you add editors or need SSO/SAML
-Complex joins and window functions are easier in raw SQL than the GUI builder

Best for

Teams that want a polished, business-user-friendly BI tool and are willing to self-host to stay free

Redash

Query and visualize data from multiple sources with collaborative dashboards

Free (open-source, self-hosted); hosted plans start around $49/momonth

Strengths

+SQL-first workflow is fast for analysts who already write queries
+Connects to a very wide range of databases and APIs out of the box
+Query results can be reused across multiple visualizations/dashboards

Weaknesses

-No real no-code query builder — effectively requires SQL knowledge
-Development has slowed noticeably since Databricks acquired it
-Dashboard design and visualization options are more basic than Metabase

Best for

SQL-comfortable teams that want fast, no-frills dashboards across many data sources

Feature Comparison

Feature	Metabase	Redash
Self-hosted free tier	Yes, full BI features	Yes, full features
No-code query builder	Yes, strong GUI builder	Limited, mostly SQL-driven
SQL editor	Yes	Yes, core workflow
Data source connectors	20+ official connectors	35+ connectors (wider range)
Dashboards	Rich, drag-and-drop layout	Functional but basic layout
Alerts / scheduled reports	Yes (email, Slack, etc.)	Yes (email, Slack, webhooks)
Row-level permissions	Yes, on free self-hosted	Limited, mostly group-based
Active development pace	Frequent releases, active roadmap	Slower since Databricks acquisition
Cloud hosting option	Yes, from $85/mo	Yes, usage-based pricing
Embedding dashboards	Yes (signed embeds, paid for full white-label)	Yes, basic embedding

The Verdict

Metabase wins for teams that want business users exploring data without writing SQL and a more modern dashboard experience. Redash is the better pick if your team already lives in SQL and just needs a lightweight way to turn queries into shared dashboards across many data sources. Given Redash's slower development pace post-acquisition, Metabase is the safer long-term bet for most teams.

How to switch from Metabase to Redash

Full Metabase export guide →

1In Redash, open each saved query and copy its SQL manually — Redash has no bulk export feature, so document query names, SQL, and visualization types in a spreadsheet first
2Set up Metabase (Docker, JAR, or Cloud) and connect it to the same database(s) you used in Redash
3Recreate each query in Metabase's SQL editor or native query builder, pasting in the SQL you copied
4Rebuild dashboards in Metabase by adding your recreated questions and arranging them to match your old Redash dashboard layouts
5Recreate scheduled alerts and Slack/email reports in Metabase's alerting system, since these don't transfer automatically
6Switch your team's bookmarks and daily workflow to the new Metabase URL, and keep Redash running read-only for a week or two before decommissioning it

Metabase vs Redash: common questions

How do I export my dashboards and queries from Redash to Metabase?+

Redash doesn't have a one-click migration export; you'll need to manually copy each query's SQL from the Redash query editor and recreate it in Metabase's SQL editor, since there's no shared import format. For dashboards, note the layout and chart types manually — there's no automated dashboard-to-dashboard converter between the two tools.

What features do I lose moving from Redash to Metabase?+

You won't lose data source connectivity since Metabase supports most of the same databases, but you may lose some niche connectors Redash supports (like certain APIs). You'll also need to rebuild query-reuse patterns, since Metabase handles 'questions' differently than Redash's shared query/visualization model.

Is Metabase's free self-hosted tier enough for a small team?+

Yes — the open-source version has no user limits and includes dashboards, alerts, and permissions, which covers most small-team needs. You'll only need to pay if you want managed hosting, SSO/SAML, or advanced auditing features found in Pro/Enterprise.

Does Metabase integrate with the same tools Redash does?+

Mostly yes — both support common databases like Postgres, MySQL, BigQuery, Snowflake, and Redshift. Metabase has fewer niche/API-based connectors than Redash, so check your specific data sources against Metabase's connector list before switching.

Is self-hosting Metabase actually cheaper than Redash long-term?+

If you're already self-hosting Redash, the server costs for Metabase are comparable since both are Docker-deployable apps with similar resource needs. The main cost difference shows up if you move to hosted Redash's usage-based pricing versus Metabase Cloud's flat per-editor pricing, which is more predictable as your team grows.