Metabase vs Evidence
Both are alternatives to Tableau. Here's how they stack up — verified facts, no spin.
Also searched as Evidence vs Metabase — same comparison, one verdict.
Metabase and Evidence are closely matched on ownership (88 vs 94) — this one comes down to pricing and to which trade-offs below you can live with.
Metabase
TOP PICKThe one non-technical colleagues actually use without training.
Metabase's defining quality is that people who do not write SQL get answers from it unaided — a question builder that reads like English, sensible defaults, and dashboards that assemble in minutes. AGPL-3.0 open-source edition, self-hostable in a single JAR, with paid cloud and enterprise tiers above it. Around 48k stars. For the very common case where a company needs a hundred people to read dashboards and five to build them, this removes the per-viewer bill entirely and is often better received than the tool it replaces.
Evidence
Dashboards as Markdown and SQL, versioned in Git.
Evidence takes a genuinely different position: a report is a Markdown file with SQL in it, built into a static site. That means dashboards live in your repository, get reviewed in pull requests, deploy through CI and cannot be silently edited by someone in a UI. MIT licensed. It is the wrong tool for exploratory analysis and the right one for recurring, trusted reporting that has to be identical every month. Included because the BI category assumes a GUI is a requirement and for a good number of engineering teams it is the opposite.
Side by side
6 points of comparison, every one read from a verified field. Green marks the side that wins a row outright. A dash means we do not hold that fact — never that it is zero.
| Metabase | Evidence | |
|---|---|---|
| Sovereignty ScoreOur transparent 0–100 composite for data ownership and exit cost. | 88 | 94 |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
| Local-first data | Yes | Yes |
| License | AGPL-3.0 (open-source edition; paid cloud and enterprise tiers) | MIT |
| Pricing | Open-source edition free and self-hostable. Cloud and enterprise tiers are paid. | Free and open source. Evidence Cloud is an optional paid hosted tier. |
Metabase is Macrostack's recommended Tableau alternative, so it's our pick here.
Metabase
Strengths
- +Non-technical staff genuinely use it without training
- +No per-viewer cost when self-hosted — the main saving
- +Single JAR deployment; very simple to run
- +Question builder plus full SQL when you need it
Trade-offs
- −Weaker than Tableau for complex statistical and geospatial work
- −Some governance features sit in the paid enterprise tier
- −Performance depends heavily on the underlying warehouse
- −AGPL-3.0 needs reading if you embed it in a product
Evidence
Strengths
- +Reports live in Git — reviewed, versioned, deployable through CI
- +MIT with no enterprise carve-out
- +Output is a static site: fast, cheap, nothing to keep running
- +Impossible to quietly alter a number without a commit
Trade-offs
- −No point-and-click building — you write SQL and Markdown
- −Not an exploration tool; it produces fixed reports
- −Non-technical staff cannot author
- −Small community
Which one fits you
The trade-offs above, turned into a decision. Find the line that describes your team.
Choose Metabase
if non-technical staff genuinely use it without training.
Choose Evidence
if a lower exit cost matters more to you than any single feature, and reports live in Git — reviewed, versioned, deployable through CI.
Neither, yet
if both carry a real cost you should weigh first — weaker than Tableau for complex statistical and geospatial work, and no point-and-click building — you write SQL and Markdown. If either of those is a dealbreaker for your team, the shortlist is wrong rather than the choice.
Metabase vs Evidence — common questions
Is Metabase a better fit than Evidence for bi & dashboards?
It depends on what you are optimising for, and the honest split is this: Evidence scores 94 to Metabase's 88 on data ownership and exit cost, so it is the safer choice if you care about being able to leave. Metabase earns its place on a different axis — non-technical staff genuinely use it without training. Neither is a wrong answer for every team; the table above is the actual comparison.
What happens if we want to switch later?
Metabase keeps its data local or in open formats, so leaving is an export rather than a negotiation. Evidence is still self-hostable, so the files stay on your server either way — but it is not local-first by design, so check what its export produces before you rely on it.
Can I self-host Metabase or Evidence?
Both can be self-hosted. The difference is what it costs you in time rather than whether it is possible — see the setup and maintenance rows above.
Are Metabase and Evidence both alternatives to Tableau?
Yes — both appear in our Tableau comparison, which is why they are worth putting side by side. People usually arrive here already having decided to move off Tableau and now choosing between the two replacements, which is a narrower and much easier question.
Related alternative guides
Facts verified 2026-08-04. Licenses and pricing change — spotted something out of date? That's a correction we want.