iDBQuery vs Looker Studio (Google Data Studio): what's the difference?
Looker Studio (formerly Google Data Studio) is a free dashboarding tool that is great for Google Analytics and simple reports, but it is not a natural-language assistant and does not cite numbers to source rows; iDBQuery is a plain-language chat that answers across many live sources with a citation for every figure.
Looker Studio (previously Google Data Studio) is a free, approachable reporting tool. It shines for Google Analytics, Google Ads and Sheets data, and for building shareable drag-and-drop dashboards at no cost. For lightweight reporting inside the Google ecosystem, it is hard to beat on price.
iDBQuery is a different kind of tool:
- Plain-language answers, not just charts. You ask a question in words and get a direct, cited answer; iDBQuery writes and runs the SQL for you.
- Cited to the row. Every number links back to the exact source rows, so results are auditable rather than a chart you have to trust.
- Built for many, heavier sources. iDBQuery unifies production databases, warehouses, Excel, CSV, Sheets, PDFs, folders (with OCR) and REST APIs into one live model, beyond Google's connectors and blending limits.
- Deploy in your walls. Cloud, VPC, Desktop or fully air-gapped, querying data in place.
Note this is Looker Studio, not Looker (Google's modelled BI platform), which we compare separately. Looker Studio is a fine free choice for simple dashboards on Google-centric data. iDBQuery fits when you need to ask questions across scattered enterprise data, want every figure cited, or must keep data inside your own environment.
Updated 2026-06-22