In the October 2026 Edition, 199 of the 252 answers collected in the one category where Upland Qvidian 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.
Eighty-two of the eighty-four answers did not name Upland Qvidian; it was the first choice in zero. The first choices in those eighty-two answers, twenty-three products in all, the eight most named:
Sixty-four of the eighty-four answers did not name Upland Qvidian; it was the first choice in zero. The first choices in those sixty-four answers, fifteen products in all, the eight most named:
Fifty-three of the eighty-four answers did not name Upland Qvidian; it was the first choice in two. The first choices in those fifty-three answers, eight 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 Upland Qvidian 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 Upland Qvidian 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 Upland Qvidian's side.
Every answer and every label behind these figures is in the record, sent on request. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Upland Qvidian was named by a model, not endorsed by anyone.