Accumulated query cost and runtime

FOR CONTEXTBetter data preparation means less query engine workFresh-data pathNewlywrittenFreshdatacontinuouslyQuery-ready dataOrderedraw dataOrdered pre-aggregatedQuery engineQuerycomputeFastanswerscontinuouslyDrill-downsInteractive aggs
Drag to explore

Accepted active-ingestion pair: bq-full-t2-20260810_152224. Capacity and On-demand are alternative prices for the same measured BigQuery workload. Capacity uses Enterprise slot-seconds at $0.06/slot-hour; On-demand uses billed bytes at $6.25/TiB. Storage Write API and MV refresh are included; automatic reclustering has no separate charge. Storage, discounts, free tiers, idle/minimum billing, producer VM, network and post-ingestion observations excluded. Complete ingest write totals retain each provider’s measured row semantics: ClickHouse 113,217,743,918 rows; BigQuery 113,172,471,254 successful rows (0.039987% lower). Query comparisons use the accepted 113,219,565,734-row reference horizon. Query curves are step sums. Complete-ingest preparation cost is allocated proportionally by row progress; it is not a metered time series. Zero is retained in readouts and omitted on logarithmic axes.