Ottavia Ferrante

Freelance Data Analyst · 1-10

1 review written · 4.0 average

Ottavia Ferrante's favourite software

No favourites yet.

Snowflake· Nov 28, 2025
★★★★★
The reporting capabilities are what keep me renewing. As a solo analyst, I pull queries for multiple clients and the way Snowflake handles concurrent workloads without choking on me mid-report is genuinely impressive. I spend most of my mornings building out analytics in whatever BI layer sits on top, and having a warehouse that just stays out of the way matters more than most vendors admit. Query performance on large aggregations is fast enough that I stopped dreading the end-of-month reporting runs I used to dread with the spreadsheet-plus-database setup I had before.
That said, about a year in, the cost monitoring still frustrates me a little. The credit consumption dashboard exists, but it takes more clicking than it should to get a clear picture of where spend is going across different workloads. For a solo operator watching every dollar, I want that visibility front and center, not buried two menus deep. Everything else, the SQL interface, the storage scaling, the worksheet history, works exactly like it should.