I've used BigQuery plenty, and really enjoy working with it. One technique to reduce costs is partitioning, which can be done in a few different ways.
Here's an overview of native table partitioning vs. date sharing in BigQuery
https://mark-mccracken.medium.com/bigquery-date-sharding-vs-date-partitioning-cee3754f7900
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