Snowflake Cortex
Runs models and text analytics directly against Snowflake data.
Full Snowflake Cortex record →Head to head
Snowflake Cortex vs dbt Copilot
Snowflake Cortex (Snowflake) and dbt Copilot (dbt Labs) both sit in Data & Analytics. dbt Copilot shipped more tracked changes in the last 30 days (14 vs 2). Every value below comes from the latest crawl of the vendors' own pages.
| Attribute | Snowflake Cortex Snowflake | dbt Copilot dbt Labs |
|---|---|---|
| Segment | Data & Analytics | Data & Analytics |
| Version | Cortex AI | dbt Wizard Desktop (Public Beta) |
| Entry cost | Consumption-based pricing. Included in Snowflake Standard and higher tiers. Refer to AI credit pricing. | Free trial/monthly credits available, followed by consumption-based pay-as-you-go. BYOK option. |
| Pricing tiers | Standard free · Enterprise free · Business Critical free · Virtual Private Snowflake (VPS) free | dbt Wizard Free Trial / Developer / Starter free · dbt Wizard Enterprise Credit free · dbt Wizard Enterprise+ Credit free |
| Model stack | Anthropic Claude · Meta Llama · Mistral Large 2 | 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 | Varies by model | Not published |
| Public API | ||
| Routes models | ||
| Changes / 30d | 2 | 14 |
| Origin | Global | Global |
| Capabilities | SQL LLM functions, Cortex Analyst, Cortex Search, Document AI, Fine-tuning, Cortex Agents, Cortex AI Functions, Snowflake CoWork | 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 →