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Data Infrastructure

Snowflake

Cloud data platform for warehousing, lakehouse and AI

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About Snowflake

Snowflake provides a cloud data platform that separates storage and compute and supports warehousing, data engineering, data sharing and AI workloads. It runs on AWS, Azure and Google Cloud and includes Cortex AI services.

Common use cases

  • Enterprise data warehouse
  • Data sharing
  • AI on enterprise data
  • Lakehouse analytics

Social listening

What people are saying about Snowflake

Reviewers value Snowflake's performance, compute-storage separation and ease of use, and buyers typically plan for credit-based cost governance.

What stands out

  • Reviewers say queries run quickly on large datasets and compute scales up or down as needed.
  • Separating compute from storage lets different workloads run without interfering.
  • The interface is described as approachable, including for less technical stakeholders.
  • Role-based permissions, masking and secure data sharing are valued.
  • Cortex assistants are seen as useful for SQL and exploration.

Things to consider

  • Worth setting up usage monitoring and budget controls early, especially with idle warehouses, long queries or heavy AI use.
  • Teams typically plan time to interpret some failed-query error messages.
  • Plan for effort in setting up roles and external app authentication, and for migration from other databases.
  • Worth confirming support tiers and response times for non-urgent tickets.

Often compared with: Databricks, Google BigQuery, Amazon Redshift, Azure Synapse, Teradata

Sources (2)

Themes summarized from public reviews, community discussion and press coverage as of November 2026. They reflect public discussion, not a rating or an endorsement by AI Connect.

Products and services

Snowflake Data Cloud

Core data platform.

Snowflake Cortex

AI and LLM services.

Snowflake Marketplace

Data sharing and listings.

Snowpark

Code execution in Snowflake.

Pricing and editions. Consumption pricing in credits that vary by edition, with a separate AI Credit currency for some Cortex features since April 2026.

Recent product updates

  • A separate AI Credits billing currency for Cortex Agents, Cortex Code and Snowflake Intelligence took effect in April 2026.

Key features

  • Separate compute and storage
  • Data sharing
  • Iceberg support
  • Cortex AI
  • Governance controls

Integrations

  • AWS
  • Microsoft Azure
  • Google Cloud
  • Fivetran
  • dbt
  • Tableau

Snowflake alternatives

FAQs

Which clouds?

AWS, Azure and Google Cloud.

Pricing?

Consumption-based credits.

Does it support AI?

Yes via Cortex.

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