cartapel vs Metabase

These two are less rivals than neighbours, and picking between them usually means one of the two teams asking has the wrong tool in mind.

Metabase is a business-intelligence tool, and at BI it is better than cartapel by a wide margin: self-serve question building for people who do not write SQL, drill-through, scheduled reports, alerts, embedded analytics. cartapel has SQL dashboards — stat tiles, charts, template variables — and does not try to approach that depth.

The same goes for Grafana, which many teams already run for metrics: cartapel sits beside it rather than replacing it, and a Grafana panel can be embedded straight into a cartapel dashboard as an iframe widget, next to the SQL tiles and the tables people edit.

What Metabase is not is an admin panel. It is read-oriented by design: editing a row, running a bulk action, importing a CSV into a production table or granting write access to one column and not another are not jobs it takes on. That is the entire subject of cartapel.

A cartapel dashboard: SQL stat tiles with thresholds, a revenue chart and a latest-orders table
The dashboards here are operational tiles you author in SQL — not a replacement for self-serve BI.

Side by side

cartapel Metabase
Primary job Operations — read and write records safely Analytics — ask questions of the data
Editing data Inline edit, forms, bulk actions, imports Read-oriented; limited actions
Charts and exploration SQL tiles and charts you author, plus embedded Grafana panels Best-in-class self-serve BI
Write permissions Per table, per column, per row, with inheritance Read permissions; sandboxing is a paid feature
Audit of changes Built in — before/after diff, one-click revert Not the model — little is written
Runtime One Rust binary JVM application
Configuration Visual editor or HCL by hand — both produce files in git, reviewed in PRs GUI; serialization to files is a paid feature
License MIT, free, no seats AGPL core, paid Pro and Enterprise tiers

Yellow cells are nuanced — the sections below say why.

Where Metabase is the better answer

Where cartapel is the better answer

The short version

Pick Metabase if The job is charts, exploration and reporting — Metabase, and it is not close.

Pick cartapel if The job is a safe, audited panel where people change records — cartapel, beside Metabase rather than instead of it.

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Questions people actually ask

Can cartapel replace our Metabase dashboards?
Some of them. Stat tiles, charts and tables from SQL with template variables cover the operational dashboard an ops team keeps open. Self-serve exploration for analysts is not the same job and Metabase keeps it.
Do the dashboards run against production safely?
Dashboard SQL runs in read-only transactions with a statement timeout, and every value is a bound parameter, so a tile cannot write or run away with your database.
Can we run both?
That is the usual arrangement: Metabase for analytics, cartapel for operations. They read the same database and neither owns the schema.

Other comparisons

cartapel vs Django admin

The admin you already know — but the live schema is the model, and there is no Python app to host it.

cartapel vs Retool

The open-source, self-hosted answer when what you actually needed was a database panel, not an app builder.

cartapel vs Directus

The closest philosophical neighbour — same introspection bet, a much larger surface, and a different licence.

cartapel vs NocoDB

A spreadsheet over your database, versus a reviewable panel over a schema you did not want touched.

cartapel vs Baserow

An open-source Airtable that wants to own the data, versus a panel over data that is already owned.

cartapel vs pgAdmin

Keep pgAdmin for engineers. cartapel is the one you can safely give to everyone else.

Everything on one page: the full matrix against all seven.