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TL;DR - dbt
- Data transformation tool for analytics engineers
- SQL-based modeling with version control
- Industry standard for modern data stacks
Pricing: Free plan available
Best for: Growing teams
Score: 92/100
Pros & Cons
Pros
- Industry standard
- Great community
- Excellent documentation
- Free tier available
Cons
- Learning curve
- Requires SQL knowledge
- Cloud pricing can add up
Key Features
SQL transformationsVersion controlTestingDocumentationLineageSchedulingIDE
Pricing Plans
Free TrialDeveloper
Free
Free tier
- 1 developer seat
- 3K models/month
- 1 project
- Browser IDE
- Job scheduling
Starter
$100/per user/month
Small teams
- 5 developer seats
- 15K models/month
- dbt Catalog
- dbt Semantic Layer
- API access
Enterprise
Large orgs
- 100K models/month
- 30 projects
- dbt Mesh
- dbt Canvas
- Cost optimization
About dbt
By Toolradar Team·
dbt transforms data in your warehouse using SQL. Write SELECT statements, and dbt handles dependencies, testing, and documentation—software engineering practices applied to analytics code.
Version control for transformations. Tests ensure data quality. Documentation generates automatically from code.
Data teams treat dbt as essential because it brought engineering discipline to analytics workflows that used to be undocumented SQL scripts.
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dbt FAQ
Is dbt free?
dbt Core is free and open source. dbt Cloud has free tier for 1 developer. Team $100/month. Enterprise custom.
What is dbt?
dbt (data build tool) transforms data in your warehouse using SQL. Version control, testing, and documentation for analytics engineering.
What is dbt Cloud?
dbt Cloud is the hosted platform with IDE, scheduling, and collaboration. dbt Core is the CLI tool you can run anywhere.
dbt vs Airflow?
Different tools. dbt transforms data (T in ELT). Airflow orchestrates workflows. Often used together - Airflow runs dbt jobs.
Source: getdbt.com