Metabase alternatives
8 alternatives to Metabase: who each one suits, what it costs, and where it falls short. If Metabase still fits, the last section says so.
Kater makes Kater, one of the tools on this list. We list it first. Every fact about another tool comes from its own docs and pricing pages, and each card says where that tool is strong. Reviewed October 2026.
| Tool | Type | Best for |
|---|---|---|
| Kater | BI for people and agents | Teams whose own AI agent builds and answers on governed metrics |
| Tableau | Visual analytics | Analysts who draw custom visuals by hand |
| Power BI | Microsoft BI | Microsoft shops |
| Looker | Semantic BI | Teams committed to Google Cloud and BigQuery |
| Sigma | Spreadsheet BI | Business users who think in spreadsheets |
| Hex | Notebook BI | Analysts who work in Python notebooks |
| Omni | Modern semantic BI | Dashboard-first teams that want a governed model |
| Lightdash | BI on dbt | Teams that keep their metrics in dbt |
Questions and dashboards are made by clicking. Git sync is a paid feature, and users say coding agents struggle with the exported files.
“The downside is that the development workflow is GUI-based, not code-based or hybrid… which can be frustrating at times.”
Metabase metrics are query-builder formulas on one data source. When a table changes, the questions built on it break, one by one.
“Renaming a column breaks dozens of questions that reference it”
Users like the clean charts until they need more control. Some of the most requested features have been open for years.
“I loved Metabase for its elegant simplicity but if you want complex control over visualization it is not for you.”
Paid plans charge for each user, including people who only read dashboards. Git sync and row-level permissions sit in the higher plans.
“the flat $12/user fee makes scaling expensive”
Best for teams whose own AI agent builds and answers on governed metrics
Your data team defines each metric once, in SQL. Your coding agent builds models, queries, dashboards and apps as files in git, and Kater compiles every change. People read dashboards in the browser, or ask in Slack, Claude or ChatGPT, and every answer uses the same metrics.
A good fit if
Watch out for
AI
None of its own. Your agent: Claude, ChatGPT, Claude Code, Codex or Cursor.
Pricing
A 30-day free trial with every feature, then a subscription quoted for your team. Kater does not charge per viewer or per dashboard. Kater runs no chat of its own, so answers run in the agent your team already uses.
Best for analysts who draw custom visuals by hand
Tableau is the best tool for drawing charts by hand.
A good fit if
Watch out for
AI
Hosted Tableau MCP connects Claude and ChatGPT. Tableau Agent needs Cloud+ or the Tableau+ Bundle.
Pricing
Tableau Cloud is priced per user per month, billed annually. Standard is $75 for a Creator, $42 for an Explorer and $15 for a Viewer. Enterprise is $115, $70 and $35. Tableau Agent needs Cloud+ or the Tableau+ Bundle, priced by quote, and Tableau Next starts at $40 a user a month.
Best for Microsoft shops
Power BI is the default in Microsoft shops.
A good fit if
Watch out for
AI
Copilot, which needs Fabric capacity, and an MCP server for governed models.
Pricing
Power BI Pro is $14 a user a month and Premium Per User is $24, after increases in April 2025. Below an F64 capacity, every viewer needs a paid license. Fabric capacity runs from about $263 a month for F2 to about $8,410 for F64, pay as you go. Copilot needs F2 or higher.
Best for teams committed to Google Cloud and BigQuery
Looker made the governed model and git normal in BI.
A good fit if
Watch out for
AI
Conversational Analytics in Looker and Gemini Enterprise. The managed MCP server is in preview.
Pricing
Looker sells a platform edition (Standard, Enterprise or Embed) plus Developer, Standard and Viewer users, on annual terms. Google lists no prices. The Standard edition lists at $60,000 a year on AWS Marketplace, before users. Conversational Analytics will be metered in data tokens after its promotional period.
Best for business users who think in spreadsheets
Sigma puts a spreadsheet on the warehouse.
A good fit if
Watch out for
AI
A Sigma MCP server for Claude, ChatGPT and Cursor. Sigma Agents are a paid add-on.
Pricing
Sigma does not publish prices. Its AWS Marketplace listing shows an Enterprise platform at $150,000 a year, with creator and explorer seats at $2,000 each and free viewers. Vendr reports a median contract near $65,000 a year. Sigma Agents are a premium add-on, metered in credits.
Best for analysts who work in Python notebooks
Hex is a great notebook for analysts.
A good fit if
Watch out for
AI
Threads in Hex and Slack. Each person needs an Explorer seat, and use draws on credits.
Pricing
Hex charges for each editor: $36 a month on Professional and $75 on Team, with Enterprise by quote. Business users who ask Threads need an Explorer seat. Agent use draws on monthly credits, and 50 more credits cost $25.
Best for dashboard-first teams that want a governed model
Omni builds governed BI around the dashboard.
A good fit if
Watch out for
AI
Omni Agent in the app and in Slack, and an MCP server.
Pricing
Omni does not publish prices. Vendr reports a median contract near $28,000 a year. AI use runs on credits with overage billing.
Best for teams that keep their metrics in dbt
Lightdash brings BI to your dbt project.
A good fit if
Watch out for
AI
AI agents in the app and in Slack, and an MCP server. In Slack, an agent uses its creator’s access unless an admin requires sign-in.
Pricing
Lightdash is free to host yourself. Cloud Pro is $3,000 a month, with no charge for each seat.
It depends on why you are leaving. For teams whose own AI agent builds and answers on governed metrics, Kater. For analysts who draw custom visuals by hand, Tableau. For Microsoft shops, Power BI. For teams committed to Google Cloud and BigQuery, Looker. For business users who think in spreadsheets, Sigma. For analysts who work in Python notebooks, Hex. For dashboard-first teams that want a governed model, Omni. For teams that keep their metrics in dbt, Lightdash.
Yes. Lightdash is open source and free to host yourself. Their cloud plans are paid. Kater has a 30-day free trial with every feature.
Ask your agent to migrate one dashboard. Kater rebuilds it as a private draft on your warehouse, and you compare the numbers before you publish. We do the migration for free.
Yes, for as long as you want. Both read the same warehouse. Keep Metabase for its dashboards, and add Kater to give your team’s agent one definition for each metric, your context and your access rules. When you want, rebuild one dashboard in Kater, compare the numbers with Metabase, then move the next one.
Tell us what you want to move. We do the migration with you, on your warehouse, and we do not charge for it. Then compare the numbers and decide.