Defog 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: Defog does not list a price
Free plan
Metabase
Only Metabase has one
Higher rating
Defog
3.9 against 3.8
Same job?
Yes
Both are Data and Analytics tools

Side by side

Compared on	Defog	Metabase
Our rating	3.9Better	3.8
Starts at	Not listed	Free
Free plan	No	YesBetter
Category	Data and Analytics	Data and Analytics
Plans	See pricing	Free
Key features	SQLCoder open-source model family fine-tuned specifically for text-to-SQL Multiple model sizes (7B to 70B parameters) for different latency and accuracy needs sql-eval benchmark framework for testing SQL-generation accuracy against schemas On-premises or private-cloud deployment options for schema privacy Metadata-only fine-tuning approach designed to avoid exposing underlying row data	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	Open-source SQLCoder models can be self-hosted, avoiding vendor lock-in Benchmarked accuracy claims are backed by a public sql-eval framework rather than marketing copy alone Metadata-only fine-tuning limits how much sensitive data the model sees during setup	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	No published pricing; every enterprise deployment requires a sales conversation Small team based primarily in Singapore, which may affect support hours for other regions Self-hosting the open-source models requires in-house ML infrastructure expertise	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	Defog, founded 2023	Metabase

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

FAQ

Questions people ask

Is Defog better than Metabase?

In our reviews Defog scores 3.9 and Metabase scores 3.8. The better pick depends on the job. Defog: Fine-tuned language models translate natural-language questions into SQL for enterprise data teams. 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, Defog or Metabase?

Defog: see pricing. Metabase: free.

Do Defog and Metabase have free plans?

Only Metabase has a free plan.

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