dbt Labs
A data analytics infrastructure company that provides data modeling and semantic layer tools, best known for dbt (data build tool), used for transformation, testing and documentation in data warehouses, and which offers a semantic layer product enabling AI agents to query governed business definitions by metric name.
Timeline (last 90 days)
In dbt Labs' 2026 benchmark, an Agent querying a semantic model reached 98.2%–100% accuracy on a set of business questions, while the same model writing raw text-to-SQL against the full schema achieved 84.1%–90.0% accuracy.
The dbt Labs benchmark shows that models doing raw text-to-SQL had 32.7% accuracy in 2023, rising to 64.5% by 2026, with accuracy nearly doubling over 2.5 years.
All Facts (2)
In dbt Labs' 2026 benchmark, an Agent querying a semantic model reached 98.2%–100% accuracy on a set of business questions, while the same model writing raw text-to-SQL against the full schema achieved 84.1%–90.0% accuracy.
50%UnverifiedThe dbt Labs benchmark shows that models doing raw text-to-SQL had 32.7% accuracy in 2023, rising to 64.5% by 2026, with accuracy nearly doubling over 2.5 years.
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