Snowflake

The leading multi-cloud data platform — runs on AWS, GCP, and Azure with industry-leading data sharing, marketplace, and data engineering capabilities.

Best for: Data teams requiring multi-cloud flexibility, data sharing with external parties, or the most mature data engineering capabilities · enterprises building data products that customers query directly via Snowflake Marketplace · organizations with mixed workloads (warehousing + data lake + ML)

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From $2 / credit

4.5/5Editorial score 85/100snowflake.com

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From $2 / credit

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Editorial score85/100

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The editorial note

What to know about Snowflake

Snowflake is a cloud data platform that separates compute and storage, enabling organizations to run data warehousing, data engineering, data science, and data sharing workloads on a single platform across AWS, Azure, and Google Cloud. Its unique architecture scales compute independently from storage — so teams only pay for the compute they use — and enables sharing live data between organizations without copying it. Used by thousands of enterprises as the central data platform for analytics, machine learning, and business intelligence.

Is it right for you?

Who Snowflake suits

Choose it if

Data teams requiring multi-cloud flexibility, data sharing with external parties, or the most mature data engineering capabilities
enterprises building data products that customers query directly via Snowflake Marketplace
organizations with mixed workloads (warehousing + data lake + ML)

Look elsewhere if

Small teams with simple analytics needs — Google BigQuery's on-demand pricing or Amazon Redshift Serverless are more cost-effective starting points for teams not yet processing petabytes of data

What you get

Key features

Separated compute and storage
Multi-cloud support (AWS, Azure, GCP)
Data sharing and Marketplace
Snowpark for Python/Java/Scala
Snowflake Cortex AI features
Time travel for data recovery
Semi-structured data (JSON/Parquet)
Data governance and masking

Works with

Integrations8

dbtTableauLookerPower BISparkFivetranAirbytePython SDK

What it costs

Pricing

Snowflake pricing plans
Plan	Price	What it includes
On-Demand	From $2 / creditBilled monthly	Pay per compute credit — Standard $2/credit, Enterprise $3/credit, Business Critical $4/credit
Capacity	Pre-purchase discountsBilled monthly	Commit to upfront capacity for 12/24/36 months — significant discounts vs on-demand

Prices are recorded from the vendor's public pricing page and can change. Check before you buy.

The trade-off

Pros and cons

Pros

Compute/storage separation enables independent scaling — pay only for compute time actually used
Multi-cloud support (AWS, Azure, GCP) avoids single cloud vendor lock-in
Data sharing allows secure sharing of live data with partners and customers without copying
Snowpark enables Python, Java, and Scala code to run directly on Snowflake data
Near-zero maintenance — fully managed with automatic scaling and clustering

Cons

Can become expensive for high-frequency query workloads — credit consumption adds up quickly
Complex pricing model — credits and storage costs require careful governance to avoid bill shock
Less suitable for real-time streaming ingestion compared to specialized streaming databases
Requires SQL and data engineering expertise — not a self-service tool for non-technical analysts

Quick read

At a glance

Category: Development & Coding
Pricing model: Usage based
Entry plan: From $2 / credit
Free plan: Not listed
Free trial: Available
Website: snowflake.com

The verdict

Our take on Snowflake

Snowflake is the best data warehouse for organizations that need multi-cloud flexibility, data sharing with external partners, or the most mature data engineering capabilities. The credit-based pricing and more complex operational model mean BigQuery is simpler and often cheaper for Google Cloud teams. For AWS teams, Redshift Serverless is worth comparing. Snowflake's Marketplace and data sharing capabilities are genuinely differentiated — no other warehouse makes it this easy to share and monetize data.

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Editorial review

From the journal

Editorial review of Snowflake

By TopToolsPick Editorial

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