Compare
Four platforms, compared on the things that decide an evaluation: what happens to your data before it arrives, what the AI actually does with it, where the result can be written, and how you deploy. Every claim is drawn from public documentation and dated.
Cloud BI with a spreadsheet interface people like. Strong at reporting on a warehouse, and its input tables write back there too — but no reconciliation layer, nothing reaching your operational systems, and no on-premise option.
→ Read the comparisonThe cheapest seat in enterprise analytics and the deepest Microsoft integration. Copilot describes; Cerium decomposes. No upstream reconciliation, and write-back means a Power Apps integration rather than a platform capability.
→ Read the comparisonThe best visual analysis tool in the category. Discovery is superb; the answer to why it happened is not. No reconciliation layer, no native write-back, and extract sprawl is a known cost.
→ Read the comparisonThe strongest governed semantic layer of the four. LookML is real engineering. It governs what the warehouse holds rather than what arrives, write-back is an integration project, and there is no on-premise option.
→ Read the comparisonFour rules, published because you should hold us to them.
These products ship constantly. Every page carries the month it was last reviewed, and we review quarterly.
We do not reproduce competitor interfaces or logos in our marketing.
Claims are drawn from public documentation and pricing. If we get one wrong, tell us and we will correct it.
Bring something your current stack takes days to answer and run both against it.