Cloud cost guides

Find answers to common questions about cloud and AI costs.

7 guides
Google CloudData & storage

Review BigQuery long-term storage billing

Check BigQuery partition tiers and last-write timestamps before forecasting storage costs. Separate logical and billable bytes without treating metadata as a full bill.

SQL3 min read
Google CloudData & storage

Separate job trouble from Dataflow cost

Compare Dataflow job estimates with billed costs, then use Dataflow and Managed Service for Apache Spark metrics to assign performance follow-up without mistaking errors for spend.

Steps3 min read
Google CloudData & storage

Reduce BigQuery scans without changing the answer

Review one BigQuery SELECT for unnecessary partition scans. Compare dry-run bytes without dropping required rows or treating clustered-table estimates as final costs.

Steps3 min read