Mosaic AI
Fine-tuning, vector search, agent evaluation and serving inside Databricks.
Full Mosaic AI record →Head to head
Mosaic AI vs dbt Copilot
Mosaic AI (Databricks) and dbt Copilot (dbt Labs) both sit in Data & Analytics. dbt Copilot shipped more tracked changes in the last 30 days (14 vs 3). Every value below comes from the latest crawl of the vendors' own pages.
| Attribute | Mosaic AI Databricks | dbt Copilot dbt Labs |
|---|---|---|
| Segment | Data & Analytics | Data & Analytics |
| Version | 2026 platform | dbt Wizard Desktop (Public Beta) |
| Entry cost | 14-day free trial available, pricing is based on Databricks units (DBUs) with no flat monthly price listed | Free trial/monthly credits available, followed by consumption-based pay-as-you-go. BYOK option. |
| Pricing tiers | Free Trial free | dbt Wizard Free Trial / Developer / Starter free · dbt Wizard Enterprise Credit free · dbt Wizard Enterprise+ Credit free |
| Model stack | Claude 3 · GPT-4 · Llama 3 · Multiple | Claude Haiku 5.5 · Claude Opus · Claude Sonnet 5.5 · dbt-managed AI · frontier models · Frontier models (user-selected / pay-per-token) · gpt-4o · OpenAI models · Sonnet 4.5 · Undisclosed frontier LLM |
| Context window | — | Not published |
| Public API | ||
| Routes models | ||
| Changes / 30d | 3 | 14 |
| Origin | United States | Global |
| Capabilities | Agent Framework, Vector Search, Model Serving, Fine-tuning, Agent Bricks, Unity AI Gateway, AI Search, Model Training | Model generation, Test generation, Documentation, Semantic layer queries, Fusion engine, Basic dbt Copilot, Advanced dbt Copilot, Code generation |
dbt Copilot
Generates models, tests and documentation inside dbt projects.
Full dbt Copilot record →