Three categories · what the models named insteadAlternatives to Jirav, as AI models named them
In the October 2026 Edition, 677 of the 756 answers collected in the three categories where Jirav 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.
Financial modeling and scenario planning
Sixty-eight of the eighty-four answers did not name Jirav; it was the first choice in six. The first choices in those sixty-eight answers, sixteen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name Jirav; it was the first choice in one. The first choices in those seventy-six answers, twenty products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Jirav; it was the first choice in zero. The first choices in those eighty-four answers, twenty-one products in all, the eight most named:
FP&A platforms
Forty-nine of the eighty-four answers did not name Jirav; it was the first choice in eleven. The first choices in those forty-nine answers, twenty-two products in all, the eight most named:
Seventy-two of the eighty-four answers did not name Jirav; it was the first choice in zero. The first choices in those seventy-two answers, sixteen products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Jirav; it was the first choice in zero. The first choices in those eighty-four answers, eleven products in all, the eight most named:
Cash flow forecasting
Eighty-one of the eighty-four answers did not name Jirav; it was the first choice in zero. The first choices in those eighty-one answers, twenty-four products in all, the eight most named:
Seventy-nine of the eighty-four answers did not name Jirav; it was the first choice in zero. The first choices in those seventy-nine answers, twenty-five products in all, the eight most named:
Eighty-four of the eighty-four answers did not name Jirav; it was the first choice in zero. The first choices in those eighty-four answers, sixteen 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 Jirav 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 Jirav 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 Jirav'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 Jirav was named by a model, not endorsed by anyone.