Three categories · what the models named insteadAlternatives to Vanta, as AI models named them
In the October 2026 Edition, 463 of the 756 answers collected in the three categories where Vanta 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.
Compliance automation
Forty-four of the eighty-four answers did not name Vanta; it was the first choice in twenty-four. The first choices in those forty-four answers, ten products in all, the eight most named:
Forty-two of the eighty-four answers did not name Vanta; it was the first choice in twenty-nine. The first choices in those forty-two answers, ten products in all, the eight most named:
Thirty-nine of the eighty-four answers did not name Vanta; it was the first choice in thirty. The first choices in those thirty-nine answers, twelve products in all, the eight most named:
GRC platforms
Forty-four of the eighty-four answers did not name Vanta; it was the first choice in thirty-three. The first choices in those forty-four answers, fourteen products in all, the eight most named:
Fifty-three of the eighty-four answers did not name Vanta; it was the first choice in eleven. The first choices in those fifty-three answers, fourteen products in all, the eight most named:
Seventy-one of the eighty-four answers did not name Vanta; it was the first choice in four. The first choices in those seventy-one answers, twenty-two products in all, the eight most named:
Third-party risk management
Thirty of the eighty-four answers did not name Vanta; it was the first choice in twenty-three. The first choices in those thirty answers, five products in all:
Sixty-six of the eighty-four answers did not name Vanta; it was the first choice in six. The first choices in those sixty-six answers, fifteen products in all, the eight most named:
Seventy-four of the eighty-four answers did not name Vanta; it was the first choice in two. The first choices in those seventy-four answers, twenty 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 Vanta 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 Vanta 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 Vanta'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 Vanta was named by a model, not endorsed by anyone.