In the October 2026 Edition, 161 of the 252 answers collected in the one category where JFrog Artifactory 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-one of the eighty-four answers did not name JFrog Artifactory; it was the first choice in four. The first choices in those seventy-one answers, twenty-five products in all, the eight most named:
Fifty-eight of the eighty-four answers did not name JFrog Artifactory; it was the first choice in eleven. The first choices in those fifty-eight answers, nineteen products in all, the eight most named:
Thirty-two of the eighty-four answers did not name JFrog Artifactory; it was the first choice in forty. The first choices in those thirty-two answers, ten 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 JFrog Artifactory 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 JFrog Artifactory 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 JFrog Artifactory'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 JFrog Artifactory was named by a model, not endorsed by anyone.