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BigQuery cost spikes

Detecting 2× jobs and missing partition filters.

The problem

One explore drops a partition filter. A 2.4× job burns the month’s curiosity budget by Wednesday.

The outcome

Detect spikes against baseline, show the offending job context, and point at the usual fixes.

Threshold

vs baseline

Common cause

Missing partition filter

Savings

Playbook-led

What you get

Baseline first

Without normal, everything looks like an incident.

Partition filters

The #1 self-inflicted BigQuery wound.

Cluster and limit

Secondary playbooks when filters already exist.

Finance-ready context

Pasteable numbers, not archaeology.

Try VectorData, then decide

Open workspace, or book a Data Stack Health Audit credited toward Managed.