Mosaic AI
Fine-tuning, vector search, agent evaluation and serving inside Databricks.
Full Mosaic AI record →Head to head
Mosaic AI vs Snowflake Cortex
Mosaic AI (Databricks) and Snowflake Cortex (Snowflake) both sit in Data & Analytics. Mosaic AI shipped more tracked changes in the last 30 days (3 vs 2). Every value below comes from the latest crawl of the vendors' own pages.
| Attribute | Mosaic AI Databricks | Snowflake Cortex Snowflake |
|---|---|---|
| Segment | Data & Analytics | Data & Analytics |
| Version | 2026 platform | Cortex AI |
| Entry cost | 14-day free trial available, pricing is based on Databricks units (DBUs) with no flat monthly price listed | Consumption-based pricing. Included in Snowflake Standard and higher tiers. Refer to AI credit pricing. |
| Pricing tiers | Free Trial free | Standard free · Enterprise free · Business Critical free · Virtual Private Snowflake (VPS) free |
| Model stack | Claude 3 · GPT-4 · Llama 3 · Multiple | Anthropic Claude · Meta Llama · Mistral Large 2 |
| Context window | — | Varies by model |
| Public API | ||
| Routes models | ||
| Changes / 30d | 3 | 2 |
| Origin | United States | Global |
| Capabilities | Agent Framework, Vector Search, Model Serving, Fine-tuning, Agent Bricks, Unity AI Gateway, AI Search, Model Training | SQL LLM functions, Cortex Analyst, Cortex Search, Document AI, Fine-tuning, Cortex Agents, Cortex AI Functions, Snowflake CoWork |
Snowflake Cortex
Runs models and text analytics directly against Snowflake data.
Full Snowflake Cortex record →