Dremio vs Metabase (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: Dremio does not list a price
Free plan
Metabase
Only Metabase has one
Higher rating
Tie
3.8 against 3.8
Same job?
Yes
Both are Data and Analytics tools

Side by side

Compared on	Dremio	Metabase
Our rating	3.8	3.8
Starts at	Not listed	Free
Free plan	No	YesBetter
Category	Data and Analytics	Data and Analytics
Plans	See pricing	Free
Key features	Built-in AI agent, ready out of the box MCP integration for Claude, ChatGPT, and Gemini AI Semantic Layer providing business context to agents Autonomous Reflections - automatic query acceleration Federated querying across data sources without data movement	Metabase AI - natural-language querying on every tier, including free AI-guided exploration with drill-through root-cause analysis MCP server integration for broader AI workflows Semantic layer (Data Studio) grounding both human and AI queries 50+ database connectors with no-code builder plus full SQL editor
Pros	AI Semantic Layer gives agents real business context, not just raw table access Autonomous query acceleration requires no manual tuning Free trial includes real usable credits, not just a locked demo	AI querying available even on the free, self-hosted open-source tier Inspectable, verifiable queries address the black-box trust problem in AI analytics Broad database connector support avoids vendor lock-in
Cons	Pricing details beyond the trial aren't shown on the homepage Full agentic capabilities assume you already have an Iceberg-based lakehouse or are willing to adopt one Enterprise-scale platform, more than a small team may need	Pro and Enterprise tier pricing isn't shown on the landing page Self-hosted open source requires your own infrastructure and maintenance Full semantic-layer value requires upfront metric curation work in Data Studio
Company	Dremio	Metabase

Prices come from each vendor's pricing page, last checked 20260824. Check the vendor before you buy.

FAQ

Questions people ask

Is Dremio better than Metabase?

In our reviews Dremio scores 3.8 and Metabase scores 3.8. The better pick depends on the job. Dremio: A built-in AI agent ships out of the box, with MCP integration connecting Claude, ChatGPT, and Gemini directly to your lakehouse in minutes. Metabase: Metabase AI answers natural-language questions on every tier - including the free, self-hosted open-source edition - with inspectable, verifiable queries.

Which is cheaper, Dremio or Metabase?

Dremio: see pricing. Metabase: free.

Do Dremio and Metabase have free plans?

Only Metabase has a free plan.

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