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Learndbt Labs Blog·October 26, 2026·Daniel Poppy

How Virgin Media O2 cut compute costs 30% by giving dbt a memory

Summary

Virgin Media O2 cut dbt compute costs by 30% and model run times by 35% after adopting dbt v2 and dbt State at scale. The post shows how giving dbt a memory of prior runs translated into measurable savings on a large production deployment.

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