In the November 2026 Edition, 160 of the 252 answers collected in the one category where QuestDB holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.
Forty-six of the eighty-four answers did not name QuestDB; it was the first choice in two. The first choices in those forty-six answers, seven products in all:
Fifty-seven of the eighty-four answers did not name QuestDB; it was the first choice in two. The first choices in those fifty-seven answers, seven products in all:
Fifty-seven of the eighty-four answers did not name QuestDB; it was the first choice in three. The first choices in those fifty-seven answers, seven products in all:
A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled QuestDB neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named QuestDB only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from QuestDB's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of QuestDB was named by a model, not endorsed by anyone.