Two categories · what the models named insteadAlternatives to GitHub Advanced Security, as AI models named them
In the October 2026 Edition, 437 of the 504 answers collected in the two categories where GitHub Advanced Security 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.
Static application security testing
Sixty-nine of the eighty-four answers did not name GitHub Advanced Security; it was the first choice in one. The first choices in those sixty-nine answers, ten products in all, the eight most named:
Seventy-two of the eighty-four answers did not name GitHub Advanced Security; it was the first choice in one. The first choices in those seventy-two answers, eleven products in all, the eight most named:
Seventy-six of the eighty-four answers did not name GitHub Advanced Security; it was the first choice in one. The first choices in those seventy-six answers, thirteen products in all, the eight most named:
Software composition analysis
Sixty-six of the eighty-four answers did not name GitHub Advanced Security; it was the first choice in one. The first choices in those sixty-six answers, twelve products in all, the eight most named:
Seventy-five of the eighty-four answers did not name GitHub Advanced Security; it was the first choice in one. The first choices in those seventy-five answers, fifteen products in all, the eight most named:
Seventy-nine of the eighty-four answers did not name GitHub Advanced Security; it was the first choice in two. The first choices in those seventy-nine answers, fifteen products in all, the eight most named:
How to read this
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 GitHub Advanced Security 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 GitHub Advanced Security 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 GitHub Advanced Security'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 GitHub Advanced Security was named by a model, not endorsed by anyone.