With per query billing, Athena charges based the amount of data scanned per query. Compressing your data allows Athena to scan less data. Converting your data to columnar formats allows Athena to selectively read only required columns to process the data. Partitioning your data also allows Athena to restrict the amount of data scanned. This leads to cost savings and improved performance. For more details, review the Amazon Athena pricing page.