Explains DW/BI tools and their categories
Metadata repositories, data integration tools, BI tool types: operational reporting, OLAP, analytics, self-service.
Can AI do this?
Not settled yet The benchmark tested this, but the models' answers do not settle yet whether they master it. 0 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 47% | Not shown |
| gemini-3.5-flash-lite | Low cost | 47% | Not shown |
| gpt-6-luna | Low cost | 67% | Not shown |
| claude-haiku-5-5 | Low cost | 67% | Not shown |
Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.
What it looks like in practice
Expected result: Metadata repositories, data integration tools, BI tool types: operational reporting, OLAP, analytics, self-service.
How it is assessed: Answers a CDMP-style multiple-choice question on the DW/BI tools
All knobits of Data warehousing and business intelligence.
Source: DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, element WV-8