New Metabase 65: Data apps, AI Research, and more

Open source AI analytics
you can verify

Metabase gives you answers guided by your semantic layer — your metrics and business logic — whether reached by an agent or a teammate. Inspect the query behind every answer.

Get started for free

Metabase Open Source Free and self-hosted

Your AI agent installs the open-source version of Metabase on your own machine with Docker or Java, then opens it at localhost:3000. No account needed.

Help me install Metabase Open Source (https://www.metabase.com/start/oss), the free, self-hosted version that runs locally on my machine.

1. If Docker is installed, run:
docker run -d -p 3000:3000 --name metabase metabase/metabase

2. Otherwise, download metabase.jar, move it into a new directory, and run:
java --add-opens java.base/java.nio=ALL-UNNAMED -jar metabase.jar

3. Wait for “Metabase Initialization Complete”, open localhost:3000, and help me create an admin account and connect my database.

Open prompt in…

Total Accounts
Accounts added per year, by source
Payments received per quarter by plan
Chat with Metabot

Why are signups down in 2026?

Signups are down across every source in 2026, so it’s broad, not one channel. Organic still leads with 62, then Google with 30.

Data Sources
Signups Published metric · Library

Every source is below its 2025 pace, so even the top channel is down.

Want me to compare @New Accounts by Source, 2026 vs 2025?

Ask about your data

Claude

Why are signups down in 2026? Add a weekly view to the dashboard.

  • Used published metric: Signups
  • Used visualize_query
  • Used dashboard_write

Signups are down across every source in 2026, so it’s broad, not one channel:

• Organic still leads with 62, down from 92.

• Google is next with 30, down from 50.

I added a weekly view to the New accounts by source dashboard. Want an alert if it drops?

claude — ~/analytics

> Why are signups down in 2026? Add a weekly view to the dashboard.

Metric(Signups)

⎿ Published metric from your Library, by Source

I built you a dashboard.

Signups are down across every source in 2026, so it’s broad, not one channel. Organic still leads with 62, then Google with 30. I added a weekly view to the dashboard.

Alert me if it drops

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Deploy in minutes, scale infinitely

Start simple. Keep your data secure and compliant as you grow. From pre-seed to post-IPO.

Install it with your AI agent

Ask Claude Code, Codex or Cursor to spin up a free, self-hosted Metabase in minutes. Open source, with AI built in.

Business Intelligence

Analytics your team will use and trust

Teams can explore data on their own, guided to correct answers with a trustworthy foundation. Your data team can curate a governed semantic layer of canonical tables and metrics in Data Studio.

Also works with your coding agent, via MCP or the CLI: Claude Code Codex Cursor

Embedded Analytics

Put production-grade analytics into your app without drama

Embed dashboards, charts, and self-serve reporting in your product. Multi-tenant auth, row-level permissions, AI, white-labeling and upgrades come built in, so your team ships analytics without maintaining a second product.

analytics.tsx
import {
  MetabaseProvider,
  InteractiveDashboard,
} from "@metabase/embedding-sdk-react";

<MetabaseProvider config={config}>
  <InteractiveDashboard dashboardId={42} />
</MetabaseProvider>

Your customers self-serve, your devs don’t field requests

Customers filter, drill in, build their own reports, and ask questions in plain English, each scoped to their own data. Fewer “can you add a report for…” tickets.

Multi-tenancy you don’t have to build

Every customer sees only their rows. Sign them in through your existing SSO with JWT or SAML, and control which customer groups get AI features.

Looks like your product, at any depth

Full white-label, your fonts and colors. Start with a single embedded chart, go to full dashboards, or drop native components into your UI with the React SDK.

Runs on Metabase Cloud or your own infrastructure.

Data Apps BETA

Build the apps your team needs
on numbers they already trust.

Prompt your AI agent for the data app or internal tool you have in mind. It runs on your semantic layer, permissions and auth, so you get full control and customization without rebuilding what makes it work.

Your numbers deserve better than vibes

A dashboard your agent vibe-codes against the API writes its own SQL, skips your permissions and leaves no trail. Metabase gives people and agents governed answers by default.

Vibe-coded dashboard Metabase
AI access Whatever the API key allows Scoped to each person’s permissions
Sign-in Yours to build SSO and two-factor authentication
Permissions One key sees every row Row and column security per group
Numbers match your metrics Hand-rolled SQL per chart Metrics from your semantic layer
Your model and data Whichever LLM you pasted in Your provider, or self-hosted vLLM
Audit and changes None Usage analytics and Git sync

SAML, JWT and OIDC sign-in, two-factor authentication, row and column security and usage analytics are on Pro and Enterprise plans.

Analytics that people straight up love

I discovered Metabase while wrestling with analytics complexity, and you didn’t just solve the problem — you changed how I think about business intelligence. That’s rare.
Stewart Buchanan
Metabase is the best BI tool for engineers hands down
Prady
I'm surprised Metabase isn't talked about more. The team seems laser-focused on every UX detail, making BI accessible to many more functions in an org. Of course, we self-host our Metabase instance on @render, and it Just Works™.
Anurag Goel
metabase is love
Peer Richelsen
If you’re building internal dashboards and analytics for your startup I highly recommend giving Metabase a try. By far the best and easiest tool I’ve used even for complex, in-depth analytics dashboards
Mentor
I'm a big fan of Metabase. Write SQL - show chart.
Christopher Winslett
Metabase is the most impressive piece of software I’ve used in a long time. If you have data you want to understand give it a try. It’s so easy to spin up
Ryan Wilson
In terms of BI, there is no second best to Metabase.
Roberto
just setup a metabase instance at my friends startup and now the ops team is using it left right and centre. The model feature is a game changer. h/t to Metabase for building the most delightful and well thought tool for non tech folks.
0xAHD
I’m forgetting how to write SQL queries 🤔 It’s all Metabase’s fault for having such an awesome query editor
Carlo Licciardi
Metabase is amazing. If you're a founder, especially non technical, get your engineers to install and set it up. It's transformational!
Neto
TIL about Metabase. Wow, the time we've wasted not using this is incalculable.
Derek Morgan
I love simple and efficient tools that are straightforward. I've been using Metabase and it is simply lovely
Mariana Medeiros
Metabase is really really awesome. I love the speed of implementation for new dashboards and reports. Totally awesome. Can't wait for new features. Might as well learn some clojure and contrib myself!
Kwamina Dare
Metabase proves you can add power without taking away simplicity.
Amjad Masad
Searching for a relatively hassle-free reporting and dashboarding tool to hook up to your database? Can't recommend Metabase enough - lovely interface, and really great functionality out of a jar or Docker file. It's brilliant!
Shane Lynn

Ready to get started?

We could keep typing, or you could just try it. AI on all plans, on the model you choose. 100k+ teams already love it.

Get started for free

Metabase Open Source Free and self-hosted

Your AI agent installs the open-source version of Metabase on your own machine with Docker or Java, then opens it at localhost:3000. No account needed.

Help me install Metabase Open Source (https://www.metabase.com/start/oss), the free, self-hosted version that runs locally on my machine.

1. If Docker is installed, run:
docker run -d -p 3000:3000 --name metabase metabase/metabase

2. Otherwise, download metabase.jar, move it into a new directory, and run:
java --add-opens java.base/java.nio=ALL-UNNAMED -jar metabase.jar

3. Wait for “Metabase Initialization Complete”, open localhost:3000, and help me create an admin account and connect my database.

Open prompt in…