Looker alternatives
8 alternatives to Looker: who each one suits, what it costs, and where it falls short. If Looker 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 |
| Sigma | Spreadsheet BI | Business users who think in spreadsheets |
| Metabase | Open-source BI | A free BI tool you host yourself |
| 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 |
Every new field or join waits for a LookML developer. Business users find Looker hard to use, so they queue behind the few people who know LookML.
“Someone with knowledge of Looker can understand it, but a person without any technical background finds it somewhat advanced or difficult to comprehend.”
LookML lives in git. The dashboards and Looks that people build in the browser live in Looker’s database. An agent cannot search them, and nobody can review a change to them as a diff.
“UDD not part of git tracking is a big inconvenience for multi-instance deployments.”
Looker sells a platform edition plus named users, on annual terms, by quote only. Teams report large increases at renewal.
“When we started, it was affordable, but now they have revised the prices. It is expensive now.”
Users say product work and support slowed after Google bought Looker in 2020. Google now ships AI features quickly, but many are still in preview.
“It is insane to be buying Looker in 2025. Hasn’t gotten a product update in three years.”
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 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 a free BI tool you host yourself
Metabase is the easy first BI tool.
A good fit if
Watch out for
AI
Metabot in every plan, with Slack and an MCP server.
Pricing
Metabase is free to host yourself. Cloud Starter is $100 a month with 5 users, then $6 for each user. Pro is $575 a month with 10 users, then $12 for each user. Enterprise starts at $20,000 a year. Git sync and row-level permissions need Pro or Enterprise.
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 business users who think in spreadsheets, Sigma. For a free BI tool you host yourself, Metabase. 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. Metabase and Lightdash are 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 Looker 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 Looker, 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.