Looker Studio integration & BigQuery lock-in
Google rebranded Data Studio as Looker Studio to push you toward paid Looker, and the whole pricing model assumes BigQuery is your warehouse — so the platform bill is only half the story.
What people actually say
✕Looker Studio (free) and Looker (paid) share a brand and almost nothing else — Studio has no semantic layer and is visualisation-focused, so anything that needs governed metrics pushes you into the sales-led paid product.
Source: Shearwater Data, Looker vs Data Studio ↗✕Looker is Google Cloud's native BI platform and performs best on BigQuery — third-party analyses estimate $50,000-$200,000/year in BigQuery query charges driven by Looker, frequently exceeding the Looker licence itself.
Source: Mammoth, Looker Pricing 2026 ↗✕Post-Google repositioning frames Looker as 'too dense to sell by demo' with a long buying conversation — analysts note the product no longer competes on quick wins and is now sold purely on the semantic-layer story.
Source: Valiotti Data, Looker Two Years After Google ↗
We deliberately decouple the warehouse from the BI front-end: dbt sits over Postgres, Snowflake, BigQuery or DuckDB — your choice — and the dashboards are Evidence/Metabase/Tremor on top. No Google Cloud entanglement, no Looker Studio teaser tier funnelling you upmarket, and the metric definitions outlive any single vendor.