In the November 2026 Edition, 1,010 of the 1,246 answers collected in the five categories where Eightfold AI 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.
Seventy-seven of the eighty-four answers did not name Eightfold AI; it was the first choice in two. The first choices in those seventy-seven answers, twenty products in all, the eight most named:
Fifty-seven of the eighty-four answers did not name Eightfold AI; it was the first choice in sixteen. The first choices in those fifty-seven answers, fifteen products in all, the eight most named:
Thirty-four of the eighty-four answers did not name Eightfold AI; it was the first choice in forty-five. The first choices in those thirty-four answers, five products in all:
Eighty-three of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those eighty-three answers, twenty-five products in all, the eight most named:
Eighty of the eighty-four answers did not name Eightfold AI; it was the first choice in two. The first choices in those eighty answers, twenty-two products in all, the eight most named:
Fifty of the eighty-four answers did not name Eightfold AI; it was the first choice in eighteen. The first choices in those fifty answers, fifteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those eighty-four answers, twenty-five products in all, the eight most named:
Seventy-three of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those seventy-three answers, nineteen products in all, the eight most named:
Forty-five of the eighty-four answers did not name Eightfold AI; it was the first choice in one. The first choices in those forty-five answers, eight products in all:
Eighty-four of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those eighty-four answers, twenty-one products in all, the eight most named:
Seventy-five of the eighty-four answers did not name Eightfold AI; it was the first choice in one. The first choices in those seventy-five answers, seventeen products in all, the eight most named:
Twenty-eight of the seventy answers did not name Eightfold AI; it was the first choice in twenty-three. The first choices in those twenty-eight answers, thirteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those eighty-four answers, twenty-seven products in all, the eight most named:
Seventy-seven of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those seventy-seven answers, twenty-six products in all, the eight most named:
Seventy-nine of the eighty-four answers did not name Eightfold AI; it was the first choice in zero. The first choices in those seventy-nine answers, seventeen products in all, the eight most named:
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 Eightfold AI 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 Eightfold AI 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 Eightfold AI's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Eightfold AI was named by a model, not endorsed by anyone.