In the October 2026 Edition, 81 of the 252 answers collected in the one category where GitLab CI/CD 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.
Twenty-two of the eighty-four answers did not name GitLab CI/CD; it was the first choice in thirteen. The first choices in those twenty-two answers, four products in all:
The full small business standing →Twenty-four of the eighty-four answers did not name GitLab CI/CD; it was the first choice in fifteen. The first choices in those twenty-four answers, four products in all:
The full mid-market standing →Thirty-five of the eighty-four answers did not name GitLab CI/CD; it was the first choice in twenty-eight. The first choices in those thirty-five answers, five 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 GitLab CI/CD 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 GitLab CI/CD 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 GitLab CI/CD'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 GitLab CI/CD was named by a model, not endorsed by anyone.