- Estimates cloud vs on-prem costs per active vehicle - Queries feature_table_last_shard from ClickHouse (lightweight) - 85% savings estimate with on-prem (hardware only) - Deployed to cec-prd-cluster-1 (internal only) - Text report endpoint at /cost/report