In the November 2026 Edition, 96 of the 252 answers collected in the one category where Semgrep AppSec Platform 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.
Fifteen of the eighty-four answers did not name Semgrep AppSec Platform; it was the first choice in sixty-one. The first choices in those fifteen answers, one product in all:
Twenty-six of the eighty-four answers did not name Semgrep AppSec Platform; it was the first choice in forty. The first choices in those twenty-six answers, two products in all:
Fifty-five of the eighty-four answers did not name Semgrep AppSec Platform; it was the first choice in four. The first choices in those fifty-five answers, seven 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 Semgrep AppSec Platform 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 Semgrep AppSec Platform 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 Semgrep AppSec Platform's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Semgrep AppSec Platform was named by a model, not endorsed by anyone.