Snowflake vs Databricks: AI Vendor Risk Comparison
Side-by-side risk comparison of Snowflake and Databricks across 8 dimensions: data handling, IP exposure, jurisdiction, security, regulatory compliance, transparency, business stability, and dependency chain.
Cloud data platform with Cortex AI, providing LLM-powered SQL functions, document processing, and AI assistants that operate directly on data warehouse content. Integrates frontier models alongside open-source models for…
Unified data analytics and AI platform combining data lakehouse, ML ops, and generative AI capabilities. Offers Foundation Model APIs that integrate frontier models alongside open-source and custom-trained models on cust…
Risk dimensions side by side
Lower score = lower risk under TrustAtlas's default-balanced weight profile. The greener cell in each row is the lower-risk vendor for that dimension. How scoring works.
| Dimension | Snowflake | Databricks | Delta |
|---|---|---|---|
| Data Handling | 27.75 | 27.75 | Tied |
| IP Exposure | 26 | 26 | Tied |
| Jurisdiction | 12.5 | 12.5 | Tied |
| Security | 22.25 | 22.25 | Tied |
| Regulatory Compliance | 20 | 20 | Tied |
| Transparency | 50 | 50 | Tied |
| Business Stability | 10 | 30.5 | Snowflake -20.5 |
| Dependency Chain | 25.52 | 26.22 | Snowflake -0.7 |
Analyst summary
Snowflake
Snowflake Cortex AI runs LLMs (Meta Llama, Mistral, and others) inside Snowflake's secure perimeter, meaning customer data never leaves the customer's account to reach an external LLM provider. This is a strong data-governance story, backed by FedRAMP High (GovCloud), HIPAA BAA, and HITRUST. The 2024 credential-stuffing incident is a reminder that MFA enforcement is critical.
The strongest enterprise AI story for data-warehouse-resident workloads; MFA enforcement is table stakes.
Databricks
Databricks combines the Data Intelligence Platform with Mosaic AI and the open-weights DBRX model, giving enterprises a unified data-plus-AI platform with strong compliance posture (SOC 2, ISO 27001, FedRAMP Moderate/High, HIPAA BAA). For data-heavy enterprises, it is among the strongest AI platform choices available.
One of the strongest AI platform choices for data-heavy enterprises; overkill for simpler API-consumer use cases.
Recent incident activity
| Logged incidents | 0 | 0 |
Incident counts are cumulative across the platform's history. See each vendor's profile for severity breakdown and source links.