GBQ Connected Sheets Query Costs

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I wonder if pivots and charts you create on top of a sheet connected to Google Big Query via SQL query (using Data connector) when I refresh them do they rerun the query or they run on extracted data and doesn't occur any additional costs? [See image]1

What confuses me is when I update a pivot table or a chart it says 'Running Query'

If they incur additional cost should we build charts and pivots on top of extracts?

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