Where Mode is strongest
Mode is strongest for data teams that live in SQL. Notebooks and collaborative analysis make it well-suited for technical users who iterate quickly on queries and share results. The tradeoff is that business-user self-serve can feel limited; advanced work typically requires analyst or SQL support.