Databricks

Incomplete Cost Visibility from Missing Storage Metrics

cost_management

Databricks system.billing.usage captures only Databricks-metered storage (default storage API operations), missing cloud provider storage costs (S3, ADLS, GCS) that can represent significant spend. Teams underestimate total cost by 20-40% when relying solely on Databricks billing tables.

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