Snowflake

What it does

Snowflake is the leading cloud data warehouse platform, allowing organizations to store, query, and share massive datasets across AWS, Azure, and Google Cloud without managing infrastructure. Snowflake's architecture separates compute from storage, enabling elastic scaling and multi-cluster workloads. Cortex AI adds LLM-powered functions directly in SQL - enabling text summarization, classification, and embedding generation within the data warehouse.

Strengths

• Mid-market data teams use Snowflake as their central data warehouse - eliminating the performance and scalability limitations of traditional databases.
• Enterprise data organizations use Snowflake as their enterprise data cloud - sharing data securely across business units, partners, and data products while maintaining governance.
• Snowflake is the leading cloud data warehouse platform, allowing organizations to store, query, and share massive datasets across AWS, Azure, and Google Cloud without managing infrastructure.

Watch-outs

• Compute costs are hard to predict: Snowflake credit-based pricing meters every query — poorly optimized workloads or unexpected usage spikes can generate significant hard-to-anticipate costs.
• SQL expertise required throughout: Snowflake is a data warehouse, not a business intelligence tool — getting value from it requires data engineering or analytics skills, not just a subscription.
• Not designed for real-time streaming: Near-real-time use cases require additional tooling like Snowpipe or external streaming platforms — Snowflake is optimized for batch analytics, not event-driven workloads.

Pricing

On-demand pricing: compute from $2/credit. Storage at $23/TB/month. Enterprise contracts available with committed spend discounts.