Why it matters
Analytics platform is major spend + capability. Understanding shapes choice.
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The architecture
BigQuery: serverless + query pricing.
Redshift: cluster or serverless.
Snowflake: multi-cloud + separation.
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How it works end to end
Snowflake: unique for multi-cloud + strong feature set.
Cost models vary.
Ecosystem integration.