In the November 2026 Edition, 390 of the 504 answers collected in the two categories where CodeSignal 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.
Sixty-one of the eighty-four answers did not name CodeSignal; it was the first choice in five. The first choices in those sixty-one answers, twenty products in all, the eight most named:
Fifty of the eighty-four answers did not name CodeSignal; it was the first choice in seven. The first choices in those fifty answers, fifteen products in all, the eight most named:
Forty-eight of the eighty-four answers did not name CodeSignal; it was the first choice in eleven. The first choices in those forty-eight answers, eight products in all:
Eighty-two of the eighty-four answers did not name CodeSignal; it was the first choice in zero. The first choices in those eighty-two answers, sixteen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name CodeSignal; it was the first choice in one. The first choices in those seventy-six answers, fifteen products in all, the eight most named:
Seventy-three of the eighty-four answers did not name CodeSignal; it was the first choice in one. The first choices in those seventy-three answers, nineteen 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 CodeSignal 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 CodeSignal 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 CodeSignal's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of CodeSignal was named by a model, not endorsed by anyone.