The verdict
For ad-hoc analysis, modelling and anything where the shape of the question is still moving, Google Sheets wins , it is the most flexible tool either side of this comparison and it is the one you already know. For a recurring dashboard that needs to stay current, look polished and be shared without exporting screenshots every week, Looker Studio wins , it connects straight to GA4, Google Ads, BigQuery and 800+ other sources and renders interactive charts you would have to hand-build in a sheet.
The clean rule: if a human is going to edit the numbers, it belongs in Sheets. If a human is only going to read the numbers, it belongs in Looker Studio. Neither is a product-analytics platform , both report "false" on product analytics, session replay and heatmaps , so if you need event tracking or funnels, this whole pairing is the wrong shelf. For everything from MRR trackers to client marketing reports, though, the Sheets-feeds-Looker-Studio combination is hard to beat, and it costs nothing to start.
Side by side
| 11 points compared | ||
|---|---|---|
| Starts at | €6.80/mo | $9/mo |
| Free plan | Yes | Yes |
| API | Yes | Yes |
| MCP server | Yes | No |
| Ask questions in plain English | Yes | Yes |
| Custom dashboards | Yes | Yes |
| Heatmaps | No | No |
| Product analytics | No | No |
| Self-hosting | No | No |
| Session replay | No | No |
| Share and embed dashboards | Yes | Yes |
| Links |
Plans and pricing
Google Sheets
- FreeFree
- Google Workspace Starter€6.80/mo/seat
Looker Studio
- Data Studio (self-service)Free
- Data Studio Pro (project subscription)$9/mo/seat
Who each is for
Choose Google Sheets if…
Choose Google Sheets if you are still figuring out what to measure. It is the right call when you are building a financial model, a CAC/LTV tracker or a manual pipeline view that needs custom formulas, pivot tables and the freedom to restructure on a whim. It is also the better fit when your data lives in a few small, messy places that you stitch together by hand , a CSV export here, a Google Form there, a Connected Sheets pull from BigQuery for the heavy stuff.
It is free on a personal Google account, so a solo founder pays nothing until they need Workspace admin controls (from 8.40 USD per user per month). If the deliverable is a working model you keep tweaking, rather than a static report someone else reads, Sheets is the answer.
Choose Looker Studio if…
Choose Looker Studio when the question is answered and now it just needs to be shown, repeatedly, to people who will not touch the underlying data. It is built for exactly this: a marketing performance dashboard pulling live from GA4 and Google Ads, a client-facing report that refreshes on its own, an operations view sitting on top of a BigQuery table.
Its real edge is connectivity , GA4, Google Ads, BigQuery, Sheets and 800+ other connectors, none of which you wire up by hand in a spreadsheet , plus interactive filters and date controls that would be painful to fake in Sheets. The free tier covers Google-native connectors fully; Looker Studio Pro (from 9 USD per user per project per month) adds team workspaces and governance once more than one person depends on the report. If your output is a dashboard somebody opens on a Monday morning, this is the tool.
Other options worth a look
Salesforce's data visualisation and analytics platform for dashboards, exploration and governed reporting.
Pulls metrics from 130+ tools into custom dashboards and reports to consolidate your KPI visibility.
Google Cloud's serverless data warehouse for querying large datasets with SQL, without managing any servers.