Two categories · what the models named insteadAlternatives to Varonis Data Security Platform, as AI models named them
In the October 2026 Edition, 406 of the 504 answers collected in the two categories where Varonis Data Security 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.
Data security posture management
Seventy-eight of the eighty-four answers did not name Varonis Data Security Platform; it was the first choice in zero. The first choices in those seventy-eight answers, twenty-two products in all, the eight most named:
Sixty-five of the eighty-four answers did not name Varonis Data Security Platform; it was the first choice in three. The first choices in those sixty-five answers, twenty products in all, the eight most named:
Forty-two of the eighty-four answers did not name Varonis Data Security Platform; it was the first choice in twelve. The first choices in those forty-two answers, eight products in all:
Insider risk management
Eighty-three of the eighty-four answers did not name Varonis Data Security Platform; it was the first choice in zero. The first choices in those eighty-three answers, eighteen products in all, the eight most named:
Seventy-four of the eighty-four answers did not name Varonis Data Security Platform; it was the first choice in one. The first choices in those seventy-four answers, seventeen products in all, the eight most named:
Sixty-four of the eighty-four answers did not name Varonis Data Security Platform; it was the first choice in five. The first choices in those sixty-four answers, fourteen 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 Varonis Data Security 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 Varonis Data Security 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 Varonis Data Security Platform'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 Varonis Data Security Platform was named by a model, not endorsed by anyone.