AI Tool Comparison
dbt AI vs Databricks AI
A detailed side-by-side comparison to help you choose the right AI tool for your workflow.
AI-enhanced SQL-based data transformation platform for building reliable analytics data models.
Unified data and AI platform for lakehouse analytics
Feature Comparison
| Feature | dbt AI | Databricks AI |
|---|---|---|
Category | 📊 Data & Analytics | 📊 Data & Analytics |
Pricing | Freemium | Paid |
Starting Price | Open source dbt Core free; dbt Cloud from $100/developer/month | N/A |
dbt AI
Pros
- Industry standard used by 40,000+ companies with massive ecosystem
- dbt Copilot generates models, docs, and tests with AI assistance
- Version control for SQL models brings software engineering practices to data
Cons
- SQL knowledge still required—AI assistance supplements, not replaces expertise
- dbt Cloud pricing adds up for large teams on the premium tier
Databricks AI
dbt AI vs Databricks AI: Which Should You Choose?
Choose dbt AI if:
- Industry standard used by 40,000+ companies with massive ecosystem
- dbt Copilot generates models, docs, and tests with AI assistance
- Version control for SQL models brings software engineering practices to data
Choose Databricks AI if:
- Industry-standard platform
- Unified data and AI
- Strong governance
Frequently Asked Questions
Is dbt AI better than Databricks AI?▼
dbt AI and Databricks AI serve different use cases. dbt AI is AI-enhanced SQL-based data transformation platform for building reliable analytics data models. while Databricks AI is Unified data and AI platform for lakehouse analytics. The best choice depends on your specific needs and budget.
Which is cheaper: dbt AI or Databricks AI?▼
dbt AI is Freemium (Open source dbt Core free; dbt Cloud from $100/developer/month) while Databricks AI is Paid . Compare both options to find which fits your budget.
Can I use dbt AI and Databricks AI together?▼
Many teams use both dbt AI and Databricks AI for different tasks. dbt AI excels at data transformation and analytics engineering, while Databricks AI is better for lakehouse and spark.
Other Data & Analytics Tools
Explore more AI tools in this space
Premier commercial real estate information service with AI analytics, comps, and market forecasting.
commercial real estatemarket forecastingproperty data
Paid4.7