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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionDatabricks Mosaic AISnowflake Cortex
Overall7.17.1
Capability fit8.47.8
Price / performance4.85.5
Latency / reliability8.58.4
Developer & agent DX6.87.0
Privacy / data retention8.28.5
Lock-in risk (higher = worse)7.88.0
Maturity / track record8.88.6
PricingAs of 2026-09-14: Lakehouse-native model training/serving billed via Databricks DBUs + cloud compute. Foundation Model Serving and Mosaic tooling sit inside Databricks contracts — …As of 2026-09-14: SQL-first AI functions (COMPLETE, EMBED, SEARCH, etc.) priced in Snowflake AI credits (secondary sources cite ~$2.00 per AI credit — confirm account rate card). A…