Snowflake

Snowflake is a cloud data platform (data warehouse, data lake, and increasingly AI/ML workload support) that separates storage and compute, letting you scale each independently — a core architectural difference from traditional fixed-capacity databases.

Pricing (verified at snowflake.com/pricing, AWS US East region shown — Snowflake's calculator lets you check other clouds/regions)

• Standard — $2.00/credit, entry-level with core platform functionality, elastic compute, Snowpark, data sharing
• Enterprise — $3.00/credit, adds features on top of Standard (most-popular tier for high-growth/large-scale customers)
• Pricing also varies by cloud platform (AWS, Azure, GCP) and specific region — the same edition can cost differently depending on where you run it

A "credit" is Snowflake's unit of compute consumption, not a flat monthly allowance — actual monthly cost is (credits consumed) × (rate), plus separate storage costs, so total spend scales directly with query/workload volume.

Where it's strong

Organizations with variable or growing data workloads that want to scale storage and compute independently rather than paying for fixed capacity they may not use.

Where to be careful

Consumption-based pricing means there is no predictable flat bill — cost estimation requires modeling actual expected query/workload volume, and pricing varies by both edition and cloud region, so a quote for one setup won't necessarily match another team's bill.