How is billing determined for BigQuery?

July 17, 2025

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How is billing determined for BigQuery?

Billing in BigQuery is primarily determined by the amount of data processed during queries. When you run a SQL query, BigQuery scans the relevant tables and charges you based on the number of bytes read. This is known as on-demand pricing and is calculated per terabyte (TB) of data processed. To optimize costs, BigQuery uses features like partitioned and clustered tables, which help limit the amount of data scanned.

In addition to query processing, BigQuery may also incur charges for:

Storage: Cost based on the size of data stored (active and long-term).

Streaming inserts: For real-time data ingestion.

Data exports and copying tables between datasets.

BI Engine if used for caching and accelerating dashboards.

BigQuery also offers a flat-rate pricing model, which allows enterprises to pay a fixed monthly fee for a specific amount of query capacity. This is ideal for predictable workloads. Cost control tools like query estimator, cost caps, and monitoring dashboards help manage usage effectively.

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